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Qian Du 0001
Person information
- affiliation: Mississippi State University, Department of Electronic and Computer Engineering, Starkville, MS, USA
- affiliation (former): Texas A&M University, Kingsville, TX, USA
- affiliation (PhD 2000): University of Maryland at Baltimore County, Baltimore, MD, USA
Other persons with the same name
- Qian Du 0002 — Nankai University, Institute of Robotics, Tianjin, China
- Qian Du 0003
— University of Nebraska-Lincoln, School of Biological Sciences, NE, USA
- Qian Du 0004 — Linyi University, School of Information Science and Technology, Shandong, China
- Qian Du 0005 — Shandong Institute of Light Industry, School of Food and Bioengineering, Jinan, China
- Qian Du 0006 — Fujian Normal University, College of Photonic and Electronic Engineering, Fuzhou, China
- Qian Du 0007
— Southwest Jiaotong University, School of Transportation and Logistics, Chengdu, China
- Qian Du 0008 — Shandong Police College, Jinan, China
- Qian Du 0009 — Shenzhen Bureau of Geology, China
- Qian Du 0010 — Huazhong University of Science and Technology, China
- Qian Du 0011 — Lanzhou University of Technology, School of Computer and Communication, China
- Qian Du 0012
— Taiyuan University of Technology, College of Electrical and Power Engineering, China
- Qian Du 0013 — Yunnan University, School of Mathematics and Statistics, Kunming, China
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2020 – today
- 2024
- [j388]Songcheng Du
, Yihong Leng, Xinyi Liang, Jiaojiao Li
, Wei Liu, Qian Du
:
Degradation Aware Unfolding Network for Spectral Super-Resolution. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j387]Shuai Hu, Feng Gao
, Xiaowei Zhou, Junyu Dong
, Qian Du
:
Hybrid Convolutional and Attention Network for Hyperspectral Image Denoising. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j386]Hongjun Su
, Dezhong Shi
, Zhaohui Xue
, Qian Du
:
Mean-Weighted Collaborative Representation-Based Spatial-Spectral Joint Classification for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 10158-10173 (2024) - [j385]Jiaojiao Li
, Penghao Tian, Rui Song
, Haitao Xu, Yunsong Li
, Qian Du
:
PCViT: A Pyramid Convolutional Vision Transformer Detector for Object Detection in Remote-Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j384]Yang-Jun Deng
, Meng-Long Yang, Heng-Chao Li
, Chen-Feng Long, Kui Fang, Qian Du
:
Feature Dimensionality Reduction With L2,p-Norm-Based Robust Embedding Regression for Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j383]Zhuoqun Fang
, Wenqiang He, Zhaokui Li
, Qian Du
, Qiusheng Chen
:
Masked Self-Distillation Domain Adaptation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-20 (2024) - [j382]Xin He
, Yushi Chen
, Lingbo Huang, Danfeng Hong
, Qian Du
:
Foundation Model-Based Multimodal Remote Sensing Data Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j381]Yi Huang, Jiangtao Peng
, Genwei Zhang, Weiwei Sun
, Na Chen, Qian Du
:
Adversarial Domain Adaptation Network With Calibrated Prototype and Dynamic Instance Convolution for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j380]Jiaojiao Li
, Shiyao Duan, Yihong Leng, Rui Song
, Yunsong Li
, Qian Du
:
Residual Mask in Cascaded Convolutional Transformer for Spectral Reconstruction. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j379]Yunsong Li
, Wen-jin Guo, Weiying Xie
, Tao Jiang
, Qian Du
:
MMIF: Interpretable Hyperspectral and Multispectral Image Fusion via Maximum Mutual Information. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j378]Yun-Cheng Li
, Sen Lei
, Nanqing Liu
, Heng-Chao Li
, Qian Du
:
IDA-SiamNet: Interactive- and Dynamic-Aware Siamese Network for Building Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j377]Jiaojiao Li
, Yuzhe Liu, Rui Song
, Wei Li, Yunsong Li
, Qian Du
:
HyperMLP: Superpixel Prior and Feature Aggregated Perceptron Networks for Hyperspectral and LiDAR Hybrid Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j376]Zhaokui Li
, Chenyang Zhang, Yan Wang, Wei Li
, Qian Du
, Zhuoqun Fang
, Yushi Chen
:
Cross-Domain Few-Shot Hyperspectral Image Classification With Cross-Modal Alignment and Supervised Contrastive Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-19 (2024) - [j375]Hongliang Lu
, Hongjun Su
, Pan Zheng
, Yihan Gao
, Hengyi Zheng
, Zhaohui Xue
, Weiwei Sun
, Qian Du
:
Semi-Supervised Dynamic Ensemble Learning With Balancing Diversity and Consistency for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j374]Yujie Ning, Jiangtao Peng
, Quanyong Liu, Weiwei Sun, Qian Du
:
Domain Invariant and Compact Prototype Contrast Adaptation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j373]Jiahui Qu, Jingyu Zhao, Wenqian Dong, Song Xiao, Yunsong Li, Qian Du:
Feature Mutual Representation-Based Graph Domain Adaptive Network for Unsupervised Hyperspectral Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j372]Hanzheng Wang
, Wei Li
, Xiang-Gen Xia
, Qian Du
, Jing Tian
, Qing Shen
:
Transformer-Based Band Regrouping With Feature Refinement for Hyperspectral Object Tracking. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j371]Fulin Xu, Shaohui Mei
, Ge Zhang
, Nan Wang
, Qian Du
:
Bridging CNN and Transformer With Cross-Attention Fusion Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j370]Jin-Yu Yang, Heng-Chao Li, Jing-Hua Yang
, Lei Pan
, Qian Du
, Antonio Plaza
:
Multifrequency Graph Convolutional Network With Cross-Modality Mutual Enhancement for Multisource Remote Sensing Data Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j369]Chendi Zhang
, Hongjun Su
, Xiaolei Wang
, Zhaoyue Wu
, Yufan Yang
, Zhaohui Xue
, Qian Du
:
Self-Paced Probabilistic Collaborative Representation for Anomaly Detection of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-10 (2024) - [j368]Hui Zhao
, Sicong Liu
, Xiaohua Tong
, Qian Du
, Lorenzo Bruzzone
, Kecheng Du, Jie Zhang, Xuanning Lu:
MarsMapNet: A Novel Superpixel-Guided Multiview Feature Fusion Network for Efficient Martian Landform Mapping. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j367]Shangdong Zheng
, Zebin Wu
, Qian Du
, Yang Xu
, Zhihui Wei
:
Oriented Object Detection for Remote Sensing Images via Object-Wise Rotation-Invariant Semantic Representation. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j366]Jiaojiao Li
, Zhiyuan Zhang, Rui Song
, Yunsong Li
, Qian Du
:
SCFormer: Spectral Coordinate Transformer for Cross-Domain Few-Shot Hyperspectral Image Classification. IEEE Trans. Image Process. 33: 840-855 (2024) - [j365]Teng Yang, Song Xiao, Jiahui Qu, Wenqian Dong, Qian Du, Yunsong Li:
Graph Embedding Interclass Relation-Aware Adaptive Network for Cross-Scene Classification of Multisource Remote Sensing Data. IEEE Trans. Image Process. 33: 4459-4474 (2024) - [j364]Yuxiang Zhang, Wei Li
, Mengmeng Zhang
, Shuai Wang, Ran Tao
, Qian Du
:
Graph Information Aggregation Cross-Domain Few-Shot Learning for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35(2): 1912-1925 (2024) - [j363]Jiahui Qu, Zhangchun Xu, Wenqian Dong, Song Xiao, Yunsong Li, Qian Du:
A Spatio-Spectral Fusion Method for Hyperspectral Images Using Residual Hyper-Dense Network. IEEE Trans. Neural Networks Learn. Syst. 35(2): 2235-2249 (2024) - [j362]Chaoxiong Wu
, Jiaojiao Li
, Rui Song
, Yunsong Li
, Qian Du
:
HPRN: Holistic Prior-Embedded Relation Network for Spectral Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 35(8): 11409-11423 (2024) - [j361]Mengmeng Zhang
, Xudong Zhao
, Wei Li
, Yuxiang Zhang, Ran Tao
, Qian Du
:
Cross-Scene Joint Classification of Multisource Data With Multilevel Domain Adaption Network. IEEE Trans. Neural Networks Learn. Syst. 35(8): 11514-11526 (2024) - [i29]Hanzheng Wang, Wei Li, Xiang-Gen Xia, Qian Du, Jing Tian:
SSF-Net: Spatial-Spectral Fusion Network with Spectral Angle Awareness for Hyperspectral Object Tracking. CoRR abs/2403.05852 (2024) - [i28]Shuai Hu, Feng Gao, Xiaowei Zhou, Junyu Dong, Qian Du:
Hybrid Convolutional and Attention Network for Hyperspectral Image Denoising. CoRR abs/2403.10067 (2024) - 2023
- [j360]Erxin Xie, Na Chen, Jiangtao Peng
, Weiwei Sun, Qian Du
, Xinge You:
Semantic and spatial-spectral feature fusion transformer network for the classification of hyperspectral image. CAAI Trans. Intell. Technol. 8(4): 1308-1322 (2023) - [j359]Na Liu, Wei Li, Yinjian Wang, Ran Tao, Qian Du
, Jocelyn Chanussot:
A survey on hyperspectral image restoration: from the view of low-rank tensor approximation. Sci. China Inf. Sci. 66(4) (2023) - [j358]Li Ma
, Shuyue Li, Zhiyong Zhou
, Yafeng Yao
, Qian Du
:
Semantic Segmentation Network for Classification of Hyperspectral Images With Small Size Samples. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j357]Haopeng Zhang, Zijing Lin, Feng Gao
, Junyu Dong
, Qian Du
, Heng-Chao Li
:
Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j356]Haonan Qin
, Weiying Xie, Yunsong Li, Kai Jiang, Jie Lei, Qian Du
:
Weakly supervised adversarial learning via latent space for hyperspectral target detection. Pattern Recognit. 135: 109125 (2023) - [j355]Shiyao Duan
, Jiaojiao Li
, Rui Song, Yunsong Li, Qian Du
:
Unmixing-Guided Convolutional Transformer for Spectral Reconstruction. Remote. Sens. 15(10): 2619 (2023) - [j354]Cemre Ömer Ayna
, Robiulhossain Mdrafi, Qian Du, Ali Cafer Gürbüz
:
Learning-Based Optimization of Hyperspectral Band Selection for Classification. Remote. Sens. 15(18): 4460 (2023) - [j353]Wenhui Hou, Na Chen, Jiangtao Peng
, Weiwei Sun
, Qian Du
:
Pyramidal Dilation Attention Convolutional Network With Active and Self-Paced Learning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 1503-1518 (2023) - [j352]Haodong Pan, Feng Gao
, Junyu Dong
, Qian Du
:
Multiscale Adaptive Fusion Network for Hyperspectral Image Denoising. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 3045-3059 (2023) - [j351]Yao Liang
, Hengyi Zheng
, Guoguo Yang
, Qian Du
, Hongjun Su
:
Superpixel-Based Weighted Sparse Regression and Spectral Similarity Constrained for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 6825-6842 (2023) - [j350]Yufan Yang
, Hongjun Su
, Zhaoyue Wu
, Qian Du
:
Saliency-Guided Collaborative-Competitive Representation for Hyperspectral Anomaly Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 6843-6859 (2023) - [j349]Kai Chen
, Guoguo Yang
, Jing Wang
, Qian Du
, Hongjun Su
:
Unsupervised Dimensionality Reduction With Multifeature Structure Joint Preserving Embedding for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 7585-7599 (2023) - [j348]Yan Guo
, Haoming Xia
, Xiaoyang Zhao
, Longxin Qiao
, Qian Du
, Yaochen Qin
:
Early-Season Mapping of Winter Wheat and Garlic in Huaihe Basin Using Sentinel-1/2 and Landsat-7/8 Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 8809-8817 (2023) - [j347]Mengmeng Zhang
, Wei Li
, Yuxiang Zhang, Ran Tao
, Qian Du
:
Hyperspectral and LiDAR Data Classification Based on Structural Optimization Transmission. IEEE Trans. Cybern. 53(5): 3153-3164 (2023) - [j346]Xin Zhang
, Weiying Xie
, Yunsong Li
, Jie Lei
, Qian Du
:
Filter Pruning via Learned Representation Median in the Frequency Domain. IEEE Trans. Cybern. 53(5): 3165-3175 (2023) - [j345]Jiahui Qu, Wenqian Dong, Yunsong Li, Shaoxiong Hou, Qian Du:
An Interpretable Unsupervised Unrolling Network for Hyperspectral Pansharpening. IEEE Trans. Cybern. 53(12): 7943-7956 (2023) - [j344]Yang-Jun Deng
, Heng-Chao Li
, Siqiao Tan
, Junhui Hou
, Qian Du
, Antonio Plaza
:
t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j343]Long Gao
, Pan Liu
, Yan Jiang
, Weiying Xie
, Jie Lei
, Yunsong Li
, Qian Du
:
CBFF-Net: A New Framework for Efficient and Accurate Hyperspectral Object Tracking. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j342]Lianru Gao
, Xiaotong Sun
, Xu Sun
, Lina Zhuang
, Qian Du
, Bing Zhang
:
Hyperspectral Anomaly Detection Based on Chessboard Topology. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j341]Jie Lei
, Simin Xu, Weiying Xie
, Jiaqing Zhang
, Yunsong Li
, Qian Du
:
A Semantic Transferred Priori for Hyperspectral Target Detection With Spatial-Spectral Association. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j340]Jiaojiao Li
, Yan Diao, Rui Song
, Bobo Xi
, Yunsong Li
, Qian Du
:
Class-Specific Autoaugment Architecture Based on Schmidt Mathematical Theory for Imbalanced Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j339]Zhaokui Li
, Hui Guo, Yushi Chen
, Cuiwei Liu
, Qian Du
, Zhuoqun Fang
, Yan Wang:
Few-Shot Hyperspectral Image Classification With Self-Supervised Learning. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j338]Yunsong Li
, Kai Jiang
, Weiying Xie
, Jie Lei
, Xin Zhang
, Qian Du
:
A Model-Driven Deep Mixture Network for Robust Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j337]Jiaojiao Li
, Yuzhe Liu, Rui Song
, Yunsong Li
, Kailiang Han
, Qian Du
:
Sal²RN: A Spatial-Spectral Salient Reinforcement Network for Hyperspectral and LiDAR Data Fusion Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j336]Jiaojiao Li
, Yihong Leng, Rui Song
, Wei Li, Yunsong Li
, Qian Du
:
MFormer: Taming Masked Transformer for Unsupervised Spectral Reconstruction. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j335]Wei Li
, Yinjian Wang, Na Liu
, Chenchao Xiao, Zhiwei Sun, Qian Du
:
Integrated Spatio-Spectral-Temporal Fusion via Anisotropic Sparsity Constrained Low-Rank Tensor Approximation. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j334]Zhaokui Li, Qiang Xu, Li Ma, Zhuoqun Fang, Yan Wang, Wenqiang He, Qian Du:
Supervised Contrastive Learning-Based Unsupervised Domain Adaptation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j333]Junyan Lin, Feng Gao
, Xiaochen Shi, Junyu Dong
, Qian Du
:
SS-MAE: Spatial-Spectral Masked Autoencoder for Multisource Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j332]Hongyi Liu
, Youkang Lu, Zebin Wu
, Qian Du
, Jocelyn Chanussot
, Zhihui Wei
:
Spectral Variability Bayesian Unmixing for Hyperspectral Sequence in Wavelet Domain. IEEE Trans. Geosci. Remote. Sens. 61: 1-19 (2023) - [j331]Quanyong Liu, Jiangtao Peng
, Na Chen, Weiwei Sun
, Yujie Ning, Qian Du
:
Category-Specific Prototype Self-Refinement Contrastive Learning for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j330]Quanyong Liu, Jiangtao Peng
, Yujie Ning, Na Chen, Weiwei Sun
, Qian Du
, Yicong Zhou
:
Refined Prototypical Contrastive Learning for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j329]Hongliang Lu
, Hongjun Su
, Pan Zheng
, Yihan Gao
, Hengyi Zheng
, Weiwei Sun
, Qian Du
:
A Probabilistic Sample Boosting Approach With Adaptive Representation Coefficient Consistency for China Coastal Wetland Land Cover Classification Using GF-5 Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j328]Mingyang Ma
, Shaohui Mei
, Fan Li
, Yaoyang Ge, Qian Du
:
Spectral Correlation-Based Diverse Band Selection for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j327]Yuxin Meng
, Feng Gao
, Eric Rigall, Ran Dong, Junyu Dong
, Qian Du
:
Physical Knowledge-Enhanced Deep Neural Network for Sea Surface Temperature Prediction. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j326]Yujie Ning, Jiangtao Peng
, Quanyong Liu, Yi Huang, Weiwei Sun
, Qian Du
:
Contrastive Learning Based on Category Matching for Domain Adaptation in Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j325]Lin Qi, Zhenwei Chen
, Feng Gao
, Junyu Dong
, Xinbo Gao
, Qian Du
:
Multiview Spatial-Spectral Two-Stream Network for Hyperspectral Image Unmixing. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j324]Swalpa Kumar Roy
, Ankur Deria
, Chiranjibi Shah
, Juan Mario Haut
, Qian Du
, Antonio Plaza
:
Spectral-Spatial Morphological Attention Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j323]Hongjun Su
, Fu Shao, Yihan Gao, Huihui Zhang, Weiwei Sun
, Qian Du
:
Probabilistic Collaborative Representation Based Ensemble Learning for Classification of Wetland Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j322]Meng Wang
, Feng Gao
, Junyu Dong
, Heng-Chao Li
, Qian Du
:
Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j321]Chaoxiong Wu
, Jiaojiao Li
, Rui Song
, Yunsong Li
, Qian Du
:
RepCPSI: Coordinate-Preserving Proximity Spectral Interaction Network With Reparameterization for Lightweight Spectral Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j320]Linzhou Yu, Jiangtao Peng
, Na Chen, Weiwei Sun
, Qian Du
:
Two-Branch Deeper Graph Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j319]Jiaqing Zhang
, Jie Lei
, Weiying Xie
, Zhenman Fang
, Yunsong Li
, Qian Du
:
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j318]Mengmeng Zhang
, Wei Li
, Xudong Zhao
, Huan Liu
, Ran Tao
, Qian Du
:
Morphological Transformation and Spatial-Logical Aggregation for Tree Species Classification Using Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j317]Pan Zheng
, Hongjun Su
, Hongliang Lu
, Qian Du
:
Adaptive Hypergraph Regularized Multilayer Sparse Tensor Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j316]Yuxiang Zhang, Wei Li
, Weidong Sun
, Ran Tao
, Qian Du
:
Single-Source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification. IEEE Trans. Image Process. 32: 1498-1512 (2023) - [j315]Wei Li
, Yunhao Gao
, Mengmeng Zhang
, Ran Tao
, Qian Du
:
Asymmetric Feature Fusion Network for Hyperspectral and SAR Image Classification. IEEE Trans. Neural Networks Learn. Syst. 34(10): 8057-8070 (2023) - [j314]Bobo Xi
, Jiaojiao Li
, Yunsong Li
, Rui Song
, Yuchao Xiao
, Qian Du
, Jocelyn Chanussot
:
Semisupervised Cross-Scale Graph Prototypical Network for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 34(11): 9337-9351 (2023) - [j313]Junjie Wang, Wei Li
, Yunhao Gao
, Mengmeng Zhang
, Ran Tao
, Qian Du
:
Hyperspectral and SAR Image Classification via Multiscale Interactive Fusion Network. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10823-10837 (2023) - [c160]Chiranjibi Shah, Qian Du:
Hyperspectral Image Classification of Agricultural Tillage Practices Using Spatial-aware Collaborative Representation. Agro-Geoinformatics 2023: 1-6 - [c159]Tian-Yu Ma, Heng-Chao Li, Yu-Bang Zheng, Qian Du:
Fully Tensorized Convolutional Long Short-Term Memory for Hyperspectral Image Classification. WHISPERS 2023: 1-5 - [c158]Chiranjibi Shah, Qian Du:
Attention Aware Generative Adversarial Network for Hyperspectral Image Classification. WHISPERS 2023: 1-5 - [i27]Meng Wang, Feng Gao, Junyu Dong, Heng-Chao Li, Qian Du
:
Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification. CoRR abs/2301.03335 (2023) - [i26]Haodong Pan, Feng Gao, Junyu Dong, Qian Du
:
Multi-scale Adaptive Fusion Network for Hyperspectral Image Denoising. CoRR abs/2304.09373 (2023) - [i25]Yuxin Meng, Feng Gao, Eric Rigall, Ran Dong, Junyu Dong, Qian Du
:
Physical Knowledge Enhanced Deep Neural Network for Sea Surface Temperature Prediction. CoRR abs/2304.09376 (2023) - [i24]Haopeng Zhang, Zijing Lin, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li:
Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection. CoRR abs/2309.12010 (2023) - [i23]Junyan Lin, Feng Gao, Xiaocheng Shi, Junyu Dong, Qian Du:
SS-MAE: Spatial-Spectral Masked Auto-Encoder for Multi-Source Remote Sensing Image Classification. CoRR abs/2311.04442 (2023) - 2022
- [j312]Shaohui Mei, Yunhao Geng, Junhui Hou
, Qian Du
:
Learning hyperspectral images from RGB images via a coarse-to-fine CNN. Sci. China Inf. Sci. 65(5): 1-14 (2022) - [j311]Xueqing Chen, Li Ma
, Qian Du
:
Oriented Object Detection by Searching Corner Points in Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j310]Wenqian Dong, Yihan Yang, Jiahui Qu, Song Xiao, Qian Du:
Hyperspectral Pansharpening via Local Intensity Component and Local Injection Gain Estimation. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j309]Heng-Chao Li
, Shuang-Shuang Li, Wen-Shuai Hu
, Jun-Huan Feng, Weiwei Sun
, Qian Du
:
Recurrent Feedback Convolutional Neural Network for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j308]Desen Meng, Feng Gao
, Junyu Dong
, Qian Du
, Heng-Chao Li
:
Synthetic Aperture Radar Image Change Detection via Layer Attention-Based Noise-Tolerant Network. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j307]Jiangtao Peng
, Weiwei Sun
, Fan Jiang, Hong Chen
, Yicong Zhou
, Qian Du
:
A General Loss-Based Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j306]Xiaofan Qu, Feng Gao
, Junyu Dong
, Qian Du
, Heng-Chao Li
:
Change Detection in Synthetic Aperture Radar Images Using a Dual-Domain Network. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j305]Chiranjibi Shah
, Qian Du
:
Spatial-Aware Collaboration-Competition Preserving Graph Embedding for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j304]Xin Song, Heng-Chao Li
, Lei Pan
, Yang-Jun Deng
, Pu Zhang
, Li You, Qian Du
:
Unsupervised Robust Projection Learning by Low-Rank and Sparse Decomposition for Hyperspectral Feature Extraction. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j303]Weiwei Sun
, Wenjing Shao, Jiangtao Peng
, Gang Yang
, Xiangchao Meng
, Qian Du
:
Multiscale Low-Rank Spatial Features for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j302]Yan Wang, Ming Liu, Yuexin Yang, Zhaokui Li
, Qian Du
, Yushi Chen
, Fei Li, Haibo Yang
:
Heterogeneous Few-Shot Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j301]Bobo Xie, Shaohui Mei
, Ge Zhang
, Yifan Zhang
, Yan Feng
, Qian Du
:
Extended Collaborative Representation-Based Hyperspectral Imagery Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j300]Jin-Yu Yang, Heng-Chao Li
, Wen-Shuai Hu
, Lei Pan
, Qian Du
:
Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j299]Tiange Zhang
, Feng Gao
, Junyu Dong
, Qian Du
:
Remote Sensing Image Translation via Style-Based Recalibration Module and Improved Style Discriminator. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j298]Ge Zhang
, Shaohui Mei
, Bobo Xie
, Yan Feng
, Qian Du
:
Spectral Variability Augmented Two-Stream Network for Hyperspectral Sparse Unmixing. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j297]Chiranjibi Shah
, Qian Du
, Yan Xu:
Enhanced TabNet: Attentive Interpretable Tabular Learning for Hyperspectral Image Classification. Remote. Sens. 14(3): 716 (2022) - [j296]Jie Lei
, Pan Liu, Weiying Xie
, Long Gao
, Yunsong Li, Qian Du
:
Spatial-Spectral Cross-Correlation Embedded Dual-Transfer Network for Object Tracking Using Hyperspectral Videos. Remote. Sens. 14(15): 3512 (2022) - [j295]Hongjun Su
, Cailing Jia, Pan Zheng, Qian Du
:
Superpixel-Based Weighted Collaborative Sparse Regression and Reweighted Low-Rank Representation for Hyperspectral Image Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 393-408 (2022) - [j294]Sicong Liu
, Francesca Bovolo
, Lorenzo Bruzzone
, Xiaohua Tong
, Qian Du
:
Editorial Foreword to the Special Issue on Recent Advances in Multitemporal Remote-Sensing Data Processing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 776-778 (2022) - [j293]Junjie Wang
, Feng Gao
, Junyu Dong
, Shan Zhang, Qian Du
:
Change Detection From Synthetic Aperture Radar Images via Graph-Based Knowledge Supplement Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1823-1836 (2022) - [j292]Junjie Wang
, Feng Gao
, Junyu Dong
, Qian Du
, Heng-Chao Li
:
Change Detection From Synthetic Aperture Radar Images via Dual Path Denoising Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2667-2680 (2022) - [j291]Hongliang Lu
, Hongjun Su
, Jun Hu, Qian Du
:
Dynamic Ensemble Learning With Multi-View Kernel Collaborative Subspace Clustering for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2681-2695 (2022) - [j290]Hongjun Su
, Yuzheng Hu, Hongliang Lu
, Weiwei Sun
, Qian Du
:
Diversity-Driven Multikernel Collaborative Representation Ensemble for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2861-2876 (2022) - [j289]Xin-Ru Feng
, Heng-Chao Li
, Rui Wang, Qian Du
, Xiuping Jia
, Antonio Plaza
:
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4414-4436 (2022) - [j288]Yujie Ning, Jiangtao Peng
, Lin Sun, Yi Huang, Weiwei Sun
, Qian Du
:
Adaptive Local Discriminant Analysis and Distribution Matching for Domain Adaptation in Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4797-4808 (2022) - [j287]Hongjun Su
, Huihui Zhang, Zhaoyue Wu
, Qian Du
:
Relaxed Collaborative Representation With Low-Rank and Sparse Matrix Decomposition for Hyperspectral Anomaly Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 6826-6842 (2022) - [j286]Hongliang Lu
, Hongjun Su
, Pan Zheng
, Yihan Gao
, Qian Du
:
Weighted Residual Dynamic Ensemble Learning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 6912-6927 (2022) - [j285]Jiangtao Peng
, Yi Huang, Weiwei Sun
, Na Chen, Yujie Ning, Qian Du
:
Domain Adaptation in Remote Sensing Image Classification: A Survey. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 9842-9859 (2022) - [j284]Jiaojiao Li
, Yuzhe Liu, Jiachao Liu, Rui Song
, Wei Liu, Kailiang Han
, Qian Du
:
Feature Guide Network With Context Aggregation Pyramid for Remote Sensing Image Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 9900-9912 (2022) - [j283]Kai Jiang
, Weiying Xie
, Jie Lei
, Zan Li
, Yunsong Li
, Tao Jiang
, Qian Du
:
E2E-LIADE: End-to-End Local Invariant Autoencoding Density Estimation Model for Anomaly Target Detection in Hyperspectral Image. IEEE Trans. Cybern. 52(11): 11385-11396 (2022) - [j282]Wenqian Dong, Jiahui Qu, Tongzhen Zhang, Yunsong Li, Qian Du:
Context-Aware Guided Attention Based Cross-Feedback Dense Network for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j281]Zhuoqun Fang
, Yuexin Yang, Zhaokui Li
, Wei Li
, Yushi Chen
, Li Ma, Qian Du
:
Confident Learning-Based Domain Adaptation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j280]Chenzhong Gao
, Wei Li
, Ran Tao
, Qian Du
:
MS-HLMO: Multiscale Histogram of Local Main Orientation for Remote Sensing Image Registration. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j279]Yunhao Gao
, Wei Li
, Mengmeng Zhang, Jianbu Wang, Weiwei Sun
, Ran Tao
, Qian Du
:
Hyperspectral and Multispectral Classification for Coastal Wetland Using Depthwise Feature Interaction Network. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j278]Yihan Gao
, Hongjun Su
, Hongliang Lu
, Qian Du
:
Self-Balancing Dictionary Learning for Relaxed Collaborative Representation of Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j277]Ke He
, Weiwei Sun
, Gang Yang
, Xiangchao Meng
, Kai Ren, Jiangtao Peng, Qian Du
:
A Dual Global-Local Attention Network for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j276]Zengfu Hou
, Wei Li
, Lu Li
, Ran Tao
, Qian Du
:
Hyperspectral Change Detection Based on Multiple Morphological Profiles. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j275]Wen-Shuai Hu
, Heng-Chao Li
, Rui Wang, Feng Gao
, Qian Du
, Antonio Plaza
:
Pseudo Complex-Valued Deformable ConvLSTM Neural Network With Mutual Attention Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j274]Yi Huang, Jiangtao Peng
, Weiwei Sun
, Na Chen, Qian Du
, Yujie Ning, Han Su:
Two-Branch Attention Adversarial Domain Adaptation Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j273]Jie Lei
, Yijie Gu, Weiying Xie
, Yunsong Li
, Qian Du
:
Boundary Extraction Constrained Siamese Network for Remote Sensing Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j272]Jiaojiao Li
, Songcheng Du
, Rui Song
, Chaoxiong Wu
, Yunsong Li
, Qian Du
:
HASIC-Net: Hybrid Attentional Convolutional Neural Network With Structure Information Consistency for Spectral Super-Resolution of RGB Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j271]Heng-Chao Li
, Xin-Ru Feng
, Donghai Zhai
, Qian Du
, Antonio Plaza
:
Self-Supervised Robust Deep Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j270]Yunsong Li
, Tao Jiang
, Weiying Xie
, Jie Lei
, Qian Du
:
Sparse Coding-Inspired GAN for Hyperspectral Anomaly Detection in Weakly Supervised Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j269]Zhaokui Li
, Ming Liu, Yushi Chen
, Yimin Xu
, Wei Li
, Qian Du
:
Deep Cross-Domain Few-Shot Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j268]Jiaojiao Li
, Yinle Ma, Rui Song
, Bobo Xi
, Danfeng Hong
, Qian Du
:
A Triplet Semisupervised Deep Network for Fusion Classification of Hyperspectral and LiDAR Data. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j267]Jiaojiao Li
, Shunyao Zi, Rui Song
, Yunsong Li
, Yinlin Hu, Qian Du
:
A Stepwise Domain Adaptive Segmentation Network With Covariate Shift Alleviation for Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j266]Jiaojiao Li
, Huanqing Zhang
, Rui Song
, Weiying Xie
, Yunsong Li
, Qian Du
:
Structure-Guided Feature Transform Hybrid Residual Network for Remote Sensing Object Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j265]Na Liu
, Wei Li
, Ran Tao
, Qian Du
, Jocelyn Chanussot
:
Multigraph-Based Low-Rank Tensor Approximation for Hyperspectral Image Restoration. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j264]Hongyi Liu
, Youkang Lu, Zebin Wu
, Qian Du
, Jocelyn Chanussot
, Zhihui Wei
:
Bayesian Unmixing of Hyperspectral Image Sequence With Composite Priors for Abundance and Endmember Variability. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j263]Yanfeng Liu
, Qiang Li
, Yuan Yuan, Qian Du
, Qi Wang
:
ABNet: Adaptive Balanced Network for Multiscale Object Detection in Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j262]Qian Liu
, Zebin Wu
, Qian Du
, Yang Xu
, Zhihui Wei
:
Multiscale Alternately Updated Clique Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j261]Yidan Liu
, Weiying Xie
, Yunsong Li
, Zan Li
, Qian Du
:
Dual-Frequency Autoencoder for Anomaly Detection in Transformed Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j260]Sicong Liu
, Hui Zhao
, Qian Du
, Lorenzo Bruzzone
, Alim Samat
, Xiaohua Tong
:
Novel Cross-Resolution Feature-Level Fusion for Joint Classification of Multispectral and Panchromatic Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j259]Sicong Liu
, Yongjie Zheng
, Qian Du
, Lorenzo Bruzzone
, Alim Samat
, Xiaohua Tong
, Yanmin Jin, Chao Wang
:
A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j258]Tian-Yu Ma
, Heng-Chao Li
, Rui Wang, Qian Du
, Xiuping Jia
, Antonio Plaza
:
Lightweight Tensorized Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j257]Shaohui Mei
, Xingang Li, Xiao Liu, Huimin Cai, Qian Du
:
Hyperspectral Image Classification Using Attention-Based Bidirectional Long Short-Term Memory Network. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j256]Lin Qi, Feng Gao
, Junyu Dong
, Xinbo Gao
, Qian Du
:
SSCU-Net: Spatial-Spectral Collaborative Unmixing Network for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j255]Jiahui Qu, Shaoxiong Hou, Wenqian Dong, Song Xiao, Qian Du, Yunsong Li:
A Dual-Branch Detail Extraction Network for Hyperspectral Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j254]Jiahui Qu
, Yanzi Shi
, Weiying Xie
, Yunsong Li
, Xianyun Wu
, Qian Du
:
MSSL: Hyperspectral and Panchromatic Images Fusion via Multiresolution Spatial-Spectral Feature Learning Networks. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j253]Jiahui Qu, Yunshuang Xu
, Wenqian Dong, Yunsong Li, Qian Du:
Dual-Branch Difference Amplification Graph Convolutional Network for Hyperspectral Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j252]Yu Shen
, Sijie Zhu
, Taojiannan Yang
, Chen Chen
, Delu Pan
, Jianyu Chen, Liang Xiao, Qian Du
:
BDANet: Multiscale Convolutional Neural Network With Cross-Directional Attention for Building Damage Assessment From Satellite Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j251]Hongjun Su
, Yihan Gao, Qian Du
:
Superpixel-Based Relaxed Collaborative Representation With Band Weighting for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j250]Weiwei Sun
, Gang Yang
, Jiangtao Peng
, Xiangchao Meng
, Ke He
, Wei Li
, Heng-Chao Li
, Qian Du
:
A Multiscale Spectral Features Graph Fusion Method for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j249]Bobo Xi
, Jiaojiao Li
, Yunsong Li
, Rui Song
, Weiwei Sun
, Qian Du
:
Corrections to "Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification". IEEE Trans. Geosci. Remote. Sens. 60: 1 (2022) - [j248]Bobo Xi
, Jiaojiao Li
, Yunsong Li
, Rui Song
, Yuchao Xiao, Yanzi Shi
, Qian Du
:
Multi-Direction Networks With Attentional Spectral Prior for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j247]Weiying Xie
, Shuran Fan, Jiahui Qu
, Xianyun Wu
, Yanli Lu
, Qian Du
:
Spectral Distribution-Aware Estimation Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j246]Bobo Xie
, Yifan Zhang
, Shaohui Mei
, Ge Zhang
, Yan Feng
, Qian Du
:
Spectral Variation Augmented Representation for Hyperspectral Imagery Classification With Few Labeled Samples. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j245]Yimin Xu, Zhaokui Li, Wei Li, Qian Du
, Cuiwei Liu, Zhuoqun Fang, Lin Zhai:
Dual-Channel Residual Network for Hyperspectral Image Classification With Noisy Labels. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j244]Yufei Yang, Jiahui Qu, Song Xiao, Wenqian Dong, Yunsong Li, Qian Du:
A Deep Multiscale Pyramid Network Enhanced With Spatial-Spectral Residual Attention for Hyperspectral Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j243]Tianming Zhan
, Zuolin Bi, Huapeng Wu
, Chao Xu, Qian Du
, Yang Xu
, Zebin Wu
:
A Novel Cross-Scale Octave Network for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j242]Mengmeng Zhang
, Wei Li
, Ran Tao
, Heng-Chao Li
, Qian Du
:
Information Fusion for Classification of Hyperspectral and LiDAR Data Using IP-CNN. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j241]Ge Zhang
, Shaohui Mei
, Bobo Xie, Mingyang Ma
, Yifan Zhang
, Yan Feng
, Qian Du
:
Spectral Variability Augmented Sparse Unmixing of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j240]Xin Zhang
, Weiying Xie
, Yunsong Li
, Jie Lei
, Qian Du
, Geng Yang
:
Rank-Aware Generative Adversarial Network for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j239]Hui Zhao
, Sicong Liu
, Qian Du
, Lorenzo Bruzzone
, Yongjie Zheng
, Kecheng Du, Xiaohua Tong
, Huan Xie
, Xiaolong Ma:
GCFnet: Global Collaborative Fusion Network for Multispectral and Panchromatic Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j238]Heng-Chao Li
, Wen-Shuai Hu
, Wei Li
, Jun Li
, Qian Du
, Antonio Plaza
:
A3 CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification. IEEE Trans. Neural Networks Learn. Syst. 33(2): 747-761 (2022) - [j237]Lu Li
, Wei Li
, Ying Qu
, Chunhui Zhao, Ran Tao
, Qian Du
:
Prior-Based Tensor Approximation for Anomaly Detection in Hyperspectral Imagery. IEEE Trans. Neural Networks Learn. Syst. 33(3): 1037-1050 (2022) - [j236]Tao Jiang
, Weiying Xie
, Yunsong Li
, Jie Lei
, Qian Du
:
Weakly Supervised Discriminative Learning With Spectral Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6504-6517 (2022) - [j235]Wenqian Dong, Shaoxiong Hou, Song Xiao, Jiahui Qu, Qian Du, Yunsong Li:
Generative Dual-Adversarial Network With Spectral Fidelity and Spatial Enhancement for Hyperspectral Pansharpening. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7303-7317 (2022) - [c157]Yuru Su, Shaohui Mei, Ge Zhang, Ye Wang, Mingyi He, Qian Du
:
Gaussian Information Entropy based band Reduction for Unsupervised Hyperspectral Video Tracking. IGARSS 2022: 791-794 - [c156]Chiranjibi Shah, Qian Du
:
Collaborative-Competitive Representation with Spatial Regularization for Hyperspectral Anomaly Detection. IGARSS 2022: 1253-1256 - [c155]Chiranjibi Shah, Qian Du
:
Laplacian Regularized Spatial-Aware Collaborative Competitive Representation for Hyperspectral Dimensionality Reduction. IGARSS 2022: 1732-1735 - [c154]Haonan Qin
, Weiying Xie, Yunsong Li, Qian Du
:
HTD-VIT: Spectral-Spatial Joint Hyperspectral Target Detection with Vision Transformer. IGARSS 2022: 1967-1970 - [c153]Yuheng Liu
, Shaohui Mei, Shun Zhang
, Ye Wang, Mingyi He, Qian Du
:
Semantic Segmentation of High-Resolution Remote Sensing Images Using an Improved Transformer. IGARSS 2022: 3496-3499 - [c152]Chao Song, Shaohui Mei, Mingyang Ma, Fulin Xu, Yifan Zhang, Qian Du
:
Hyperspectral Image Classification Using Hierarchical Spatial-Spectral Transformer. IGARSS 2022: 3584-3587 - [c151]Sadia Alam Shammi, Qian Du
:
Hyperspectral Image Change Detection Using Deep Learning And Band Expansion. WHISPERS 2022: 1-5 - [i22]Junjie Wang, Feng Gao, Junyu Dong, Qian Du:
Adaptive DropBlock Enhanced Generative Adversarial Networks for Hyperspectral Image Classification. CoRR abs/2201.08938 (2022) - [i21]Junjie Wang, Feng Gao, Junyu Dong, Shan Zhang, Qian Du:
Change Detection from Synthetic Aperture Radar Images via Graph-Based Knowledge Supplement Network. CoRR abs/2201.08954 (2022) - [i20]Junjie Wang, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li:
Change Detection from Synthetic Aperture Radar Images via Dual Path Denoising Network. CoRR abs/2203.06543 (2022) - [i19]Chenzhong Gao, Wei Li, Ran Tao, Qian Du:
MS-HLMO: Multi-scale Histogram of Local Main Orientation for Remote Sensing Image Registration. CoRR abs/2204.00260 (2022) - [i18]Heng-Chao Li, Wen-Shuai Hu, Wei Li, Jun Li, Qian Du, Antonio Plaza:
A3CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification. CoRR abs/2204.04462 (2022) - [i17]Jin-Yu Yang, Heng-Chao Li, Wen-Shuai Hu, Lei Pan, Qian Du:
Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification. CoRR abs/2204.05823 (2022) - [i16]Xin-Ru Feng, Heng-Chao Li, Rui Wang, Qian Du
, Xiuping Jia, Antonio Plaza:
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review. CoRR abs/2205.09933 (2022) - [i15]Desen Meng, Feng Gao, Junyu Dong, Qian Du
, Heng-Chao Li:
Synthetic Aperture Radar Image Change Detection via Layer Attention-Based Noise-Tolerant Network. CoRR abs/2208.04481 (2022) - [i14]Yuxiang Zhang, Wei Li, Weidong Sun, Ran Tao, Qian Du
:
Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification. CoRR abs/2209.01634 (2022) - [i13]Jiaqing Zhang, Jie Lei, Weiying Xie, Zhenman Fang, Yunsong Li, Qian Du
:
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery. CoRR abs/2209.13351 (2022) - 2021
- [j234]Yixuan Zhu, Wei Li, Mengmeng Zhang, Yong Pang, Ran Tao, Qian Du
:
Joint feature extraction for multi-source data using similar double-concentrated network. Neurocomputing 450: 70-79 (2021) - [j233]Wen-Shuai Hu
, Heng-Chao Li
, Yang-Jun Deng
, Xian Sun
, Qian Du
, Antonio Plaza
:
Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Signal Process. 15(3): 734-745 (2021) - [j232]Wei-Ye Wang
, Heng-Chao Li
, Yang-Jun Deng, Li-Yang Shao
, Xiaoqiang Lu
, Qian Du
:
Generative Adversarial Capsule Network With ConvLSTM for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 18(3): 523-527 (2021) - [j231]Qian Du
, Bo Tang
, Weiying Xie
, Wei Li
:
Parallel and Distributed Computing for Anomaly Detection From Hyperspectral Remote Sensing Imagery. Proc. IEEE 109(8): 1306-1319 (2021) - [j230]Guoming Li
, Yijie Xiong
, Qian Du
, Zhengxiang Shi, Richard S. Gates
:
Classifying Ingestive Behavior of Dairy Cows via Automatic Sound Recognition. Sensors 21(15): 5231 (2021) - [j229]Sicong Liu
, Yongjie Zheng, Qian Du
, Alim Samat
, Xiaohua Tong
, Michele Dalponte
:
A Novel Feature Fusion Approach for VHR Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 464-473 (2021) - [j228]Chang Liu, Ran Tao
, Wei Li
, Mengmeng Zhang
, Weiwei Sun
, Qian Du
:
Joint Classification of Hyperspectral and Multispectral Images for Mapping Coastal Wetlands. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 982-996 (2021) - [j227]Pan Zheng, Hongjun Su
, Qian Du
:
Sparse and Low-Rank Constrained Tensor Factorization for Hyperspectral Image Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 1754-1767 (2021) - [j226]Hongkang Wei, Li Ma
, Yong Liu, Qian Du
:
Combining Multiple Classifiers for Domain Adaptation of Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 1832-1847 (2021) - [j225]Chiru Ge
, Qian Du
, Weiwei Sun
, Keyan Wang
, Jiaojiao Li
, Yunsong Li
:
Deep Residual Network-Based Fusion Framework for Hyperspectral and LiDAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 2458-2472 (2021) - [j224]Wenjin Wang, Li Ma
, Min Chen, Qian Du
:
Joint Correlation Alignment-Based Graph Neural Network for Domain Adaptation of Multitemporal Hyperspectral Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3170-3184 (2021) - [j223]Chiranjibi Shah
, Qian Du
:
Collaborative and Low-Rank Graph for Discriminant Analysis of Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 5248-5259 (2021) - [j222]Shaohui Mei
, Keli Yan, Mingyang Ma
, Xiaoning Chen, Shun Zhang
, Qian Du
:
Remote Sensing Scene Classification Using Sparse Representation-Based Framework With Deep Feature Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 5867-5878 (2021) - [j221]Zengfu Hou
, Wei Li
, Ran Tao
, Qian Du
:
Three-Order Tucker Decomposition and Reconstruction Detector for Unsupervised Hyperspectral Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 6194-6205 (2021) - [j220]Ge Zhang
, Shaohui Mei
, Yan Feng
, Qian Du
:
Spectral-Spatial Constrained Nonnegative Matrix Factorization for Spectral Mixture Analysis of Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 6766-6776 (2021) - [j219]Weiwei Sun
, Gang Yang
, Kai Ren, Jiangtao Peng
, Chiru Ge
, Xiangchao Meng
, Qian Du
:
A Label Similarity Probability Filter for Hyperspectral Image Postclassification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 6897-6905 (2021) - [j218]Yi Huang, Jiangtao Peng
, Yujie Ning, Weiwei Sun
, Qian Du
:
Graph Embedding and Distribution Alignment for Domain Adaptation in Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 7654-7666 (2021) - [j217]Yongjie Zheng
, Sicong Liu
, Qian Du
, Hui Zhao, Xiaohua Tong
, Michele Dalponte
:
A Novel Multitemporal Deep Fusion Network (MDFN) for Short-Term Multitemporal HR Images Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 10691-10704 (2021) - [j216]Yunhao Gao
, Feng Gao
, Junyu Dong
, Qian Du
, Heng-Chao Li
:
Synthetic Aperture Radar Image Change Detection via Siamese Adaptive Fusion Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 10748-10760 (2021) - [j215]Yongjie Zheng
, Sicong Liu
, Qian Du
, Hui Zhao, Xiaohua Tong
, Michele Dalponte
:
Corrections to "A Novel Multitemporal Deep Fusion Network (MDFN) for Short-Term Multitemporal HR Images Classification". IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 12103 (2021) - [j214]Baorui Wang, Shun Zhang
, Yan Feng
, Shaohui Mei
, Sen Jia
, Qian Du
:
Hyperspectral Imagery Spatial Super-Resolution Using Generative Adversarial Network. IEEE Trans. Computational Imaging 7: 948-960 (2021) - [j213]Weiying Xie
, Xin Zhang
, Yunsong Li
, Jie Lei
, Jiaojiao Li
, Qian Du
:
Weakly Supervised Low-Rank Representation for Hyperspectral Anomaly Detection. IEEE Trans. Cybern. 51(8): 3889-3900 (2021) - [j212]Lu Li
, Wei Li
, Qian Du
, Ran Tao
:
Low-Rank and Sparse Decomposition With Mixture of Gaussian for Hyperspectral Anomaly Detection. IEEE Trans. Cybern. 51(9): 4363-4372 (2021) - [j211]Weiying Xie
, Yuhang Cui, Yunsong Li
, Jie Lei
, Qian Du
, Jiaojiao Li
:
HPGAN: Hyperspectral Pansharpening Using 3-D Generative Adversarial Networks. IEEE Trans. Geosci. Remote. Sens. 59(1): 463-477 (2021) - [j210]Zixu Liu
, Li Ma
, Qian Du
:
Class-Wise Distribution Adaptation for Unsupervised Classification of Hyperspectral Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 59(1): 508-521 (2021) - [j209]Jiangtao Peng
, Yicong Zhou
, Weiwei Sun
, Qian Du
, Lekang Xia:
Self-Paced Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 59(2): 1501-1515 (2021) - [j208]Danfeng Hong
, Lianru Gao
, Naoto Yokoya
, Jing Yao
, Jocelyn Chanussot
, Qian Du
, Bing Zhang
:
More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 59(5): 4340-4354 (2021) - [j207]Junjie Wang
, Feng Gao
, Junyu Dong
, Qian Du
:
Adaptive DropBlock-Enhanced Generative Adversarial Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(6): 5040-5053 (2021) - [j206]Bobo Xi
, Jiaojiao Li
, Yunsong Li
, Rui Song, Weiwei Sun
, Qian Du
:
Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(6): 5114-5130 (2021) - [j205]Jiaping Zhong
, Weiying Xie
, Yunsong Li
, Jie Lei
, Qian Du
:
Characterization of Background-Anomaly Separability With Generative Adversarial Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 59(7): 6017-6028 (2021) - [j204]Yu Shen
, Sijie Zhu
, Chen Chen
, Qian Du
, Liang Xiao, Jianyu Chen, Delu Pan
:
Efficient Deep Learning of Nonlocal Features for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(7): 6029-6043 (2021) - [j203]Hongjun Su
, Yao Yu, Zhaoyue Wu
, Qian Du
:
Random Subspace-Based k-Nearest Class Collaborative Representation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(8): 6840-6853 (2021) - [j202]Yanzi Shi
, Jiaojiao Li
, Yunsong Li
, Qian Du
:
Sensor-Independent Hyperspectral Target Detection With Semisupervised Domain Adaptive Few-Shot Learning. IEEE Trans. Geosci. Remote. Sens. 59(8): 6894-6906 (2021) - [j201]Jiahui Qu
, Qian Du
, Yunsong Li
, Long Tian
, Haoming Xia
:
Anomaly Detection in Hyperspectral Imagery Based on Gaussian Mixture Model. IEEE Trans. Geosci. Remote. Sens. 59(11): 9504-9517 (2021) - [j200]Yuxiang Zhang, Wei Li
, Ran Tao
, Jiangtao Peng
, Qian Du
, Zhaoquan Cai:
Cross-Scene Hyperspectral Image Classification With Discriminative Cooperative Alignment. IEEE Trans. Geosci. Remote. Sens. 59(11): 9646-9660 (2021) - [j199]Shujun Yang
, Junhui Hou
, Yuheng Jia
, Shaohui Mei
, Qian Du
:
Superpixel-Guided Discriminative Low-Rank Representation of Hyperspectral Images for Classification. IEEE Trans. Image Process. 30: 8823-8835 (2021) - [c150]Helgi Hrafn Omarsson, Qian Du
:
Hyperspectral Image Classification by Fractional Discrete Cosine Transform Based Feature Extraction. IGARSS 2021: 2743-2746 - [c149]Bobo Xi, Jiaojiao Li, Yunsong Li, Qian Du
:
Semi-Supervised Graph Prototypical Networks for Hyperspectral Image Classification. IGARSS 2021: 2851-2854 - [c148]Chiranjibi Shah, Qian Du
:
Modified Structure-Aware Collaborative Representation for Hyperspectral Image Classification. IGARSS 2021: 3217-3220 - [c147]Chiranjibi Shah, Qian Du
:
Collaborative and Low-Rank Graph for Discriminant Analysis of Hyperspectral Imagery. IGARSS 2021: 3621-3624 - [c146]Baorui Wang, Shaohui Mei, Yan Feng, Qian Du
:
Hyperspectral Imagery Super-Resolution Based on Self-Calibrated Attention Residual Network. IGARSS 2021: 3896-3899 - [c145]Zengfu Hou, Wei Li, Qian Du
:
A Patch Tensor-Based Change Detection Method for Hyperspectral Images. IGARSS 2021: 4328-4331 - [c144]Haonan Qin
, Weiying Xie, Yunsong Li, Kai Jiang, Jie Lei, Qian Du
:
PTGAN: A Proposal-Weighted Two-Stage GAN with Attention for Hyperspectral Target Detection. IGARSS 2021: 4428-4431 - [c143]Ye Wang, Shaohui Mei, Shun Zhang
, Qian Du
:
Siammraan: Siamese Multi-Level Residual Attention Adaptive Network for Hyperspectral Videos Tracking. IGARSS 2021: 5275-5278 - [i12]Tiange Zhang, Feng Gao, Junyu Dong, Qian Du:
Remote Sensing Image Translation via Style-Based Recalibration Module and Improved Style Discriminator. CoRR abs/2103.15502 (2021) - [i11]Xiaofan Qu, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li:
Change Detection in Synthetic Aperture Radar Images Using a Dual-Domain Network. CoRR abs/2104.06699 (2021) - [i10]Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen, Delu Pan, Jianyu Chen, Liang Xiao, Qian Du:
BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images. CoRR abs/2105.07364 (2021) - [i9]Yunhao Gao, Wei Li, Mengmeng Zhang, Jianbu Wang, Weiwei Sun, Ran Tao, Qian Du:
Hyperspectral and Multispectral Classification for Coastal Wetland Using Depthwise Feature Interaction Network. CoRR abs/2106.06896 (2021) - [i8]Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du:
Superpixel-guided Discriminative Low-rank Representation of Hyperspectral Images for Classification. CoRR abs/2108.11172 (2021) - [i7]Xin Wu, Wei Li, Danfeng Hong, Ran Tao, Qian Du:
Deep Learning for UAV-based Object Detection and Tracking: A Survey. CoRR abs/2110.12638 (2021) - [i6]Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du:
HPRN: Holistic Prior-embedded Relation Network for Spectral Super-Resolution. CoRR abs/2112.14608 (2021) - 2020
- [j198]Jiahui Qu
, Yunsong Li, Qian Du
, Haoming Xia
:
Hyperspectral and Panchromatic Image Fusion via Adaptive Tensor and Multi-Scale Retinex Algorithm. IEEE Access 8: 30522-30532 (2020) - [j197]Guoming Li
, Yang Zhao, Joseph L. Purswell
, Qian Du
, Gray D. Chesser Jr., John W. Lowe:
Analysis of feeding and drinking behaviors of group-reared broilers via image processing. Comput. Electron. Agric. 175: 105596 (2020) - [j196]Weiwei Sun
, Gang Yang, Jiangtao Peng
, Qian Du
:
Lateral-Slice Sparse Tensor Robust Principal Component Analysis for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17(1): 107-111 (2020) - [j195]Weiwei Sun
, Jiangtao Peng
, Gang Yang, Qian Du
:
Correntropy-Based Sparse Spectral Clustering for Hyperspectral Band Selection. IEEE Geosci. Remote. Sens. Lett. 17(3): 484-488 (2020) - [j194]Shujun Yang
, Junhui Hou
, Yuheng Jia
, Shaohui Mei
, Qian Du
:
Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries. IEEE Geosci. Remote. Sens. Lett. 17(9): 1598-1602 (2020) - [j193]Qiong Ran
, Xiaodong Xu, Shizhi Zhao, Wei Li, Qian Du
:
Remote sensing images super-resolution with deep convolution networks. Multim. Tools Appl. 79(13-14): 8985-9001 (2020) - [j192]Shaoguang Huang
, Hongyan Zhang, Qian Du
, Aleksandra Pizurica
:
Sketch-Based Subspace Clustering of Hyperspectral Images. Remote. Sens. 12(5): 775 (2020) - [j191]Sicong Liu
, Qing Hu, Xiaohua Tong, Junshi Xia, Qian Du
, Alim Samat
, Xiaolong Ma
:
A Multi-Scale Superpixel-Guided Filter Feature Extraction and Selection Approach for Classification of Very-High-Resolution Remotely Sensed Imagery. Remote. Sens. 12(5): 862 (2020) - [j190]Kai Ren, Weiwei Sun, Xiangchao Meng, Gang Yang
, Qian Du
:
Fusing China GF-5 Hyperspectral Data with GF-1, GF-2 and Sentinel-2A Multispectral Data: Which Methods Should Be Used? Remote. Sens. 12(5): 882 (2020) - [j189]Gaigai Zhang, Shizhi Zhao, Wei Li, Qian Du
, Qiong Ran, Ran Tao:
HTD-Net: A Deep Convolutional Neural Network for Target Detection in Hyperspectral Imagery. Remote. Sens. 12(9): 1489 (2020) - [j188]Guoming Li
, Yan Xu, Yang Zhao
, Qian Du
, Yanbo Huang:
Evaluating Convolutional Neural Networks for Cage-Free Floor Egg Detection. Sensors 20(2): 332 (2020) - [j187]Heng-Chao Li
, Wei-Ye Wang
, Lei Pan
, Wei Li
, Qian Du
, Ran Tao
:
Robust Capsule Network Based on Maximum Correntropy Criterion for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 738-751 (2020) - [j186]Zhaokui Li, Tianning Wang, Wei Li, Qian Du
, Chuanyun Wang, Cuiwei Liu, Xiangbin Shi:
Deep Multilayer Fusion Dense Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 1258-1270 (2020) - [j185]Shaohui Mei
, Ge Zhang
, Jun Li
, Yifan Zhang
, Qian Du
:
Improving Spectral-Based Endmember Finding by Exploring Spatial Context for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 3336-3349 (2020) - [j184]Bobo Xi
, Jiaojiao Li
, Yunsong Li
, Rui Song, Yanzi Shi
, Songlin Liu
, Qian Du
:
Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 3683-3700 (2020) - [j183]Yifan Zhang
, Ting Wang, Shaohui Mei
, Qian Du
:
Subpixel Mapping of Hyperspectral Images Using a Labeled-Unlabeled Hybrid Endmember Library and Abundance Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5036-5047 (2020) - [j182]Tianyu Li
, Qingmin Meng
, Qian Du
:
Application of Random Effects to Explore the Gulf of Mexico Coastal Forest Dynamics in Relation to Meteorological Factors. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5526-5535 (2020) - [j181]Weiying Xie
, Xin Zhang
, Yunsong Li
, Keyan Wang
, Qian Du
:
Background Learning Based on Target Suppression Constraint for Hyperspectral Target Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5887-5897 (2020) - [j180]Min Chen, Li Ma
, Wenjin Wang, Qian Du
:
Augmented Associative Learning-Based Domain Adaptation for Classification of Hyperspectral Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 6236-6248 (2020) - [j179]Robiulhossain Mdrafi
, Qian Du
, Ali Cafer Gürbüz
, Bo Tang
, Li Ma
, Nicolas H. Younan
:
Attention-Based Domain Adaptation Using Residual Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 6424-6433 (2020) - [j178]Mengmeng Zhang
, Wei Li
, Qian Du
, Lianru Gao
, Bing Zhang:
Feature Extraction for Classification of Hyperspectral and LiDAR Data Using Patch-to-Patch CNN. IEEE Trans. Cybern. 50(1): 100-111 (2020) - [j177]Weiying Xie
, Jian Yang, Jie Lei
, Yunsong Li
, Qian Du
, Gang He:
SRUN: Spectral Regularized Unsupervised Networks for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 58(2): 1463-1474 (2020) - [j176]Yang-Jun Deng, Heng-Chao Li
, Xin Song, Yong-Jian Sun, Xiangrong Zhang
, Qian Du
:
Patch Tensor-Based Multigraph Embedding Framework for Dimensionality Reduction of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 58(3): 1630-1643 (2020) - [j175]Weiying Xie
, Jie Lei
, Jian Yang, Yunsong Li
, Qian Du
, Zhen Li:
Deep Latent Spectral Representation Learning-Based Hyperspectral Band Selection for Target Detection. IEEE Trans. Geosci. Remote. Sens. 58(3): 2015-2026 (2020) - [j174]Yuxiang Zhang, Wei Li
, Heng-Chao Li
, Ran Tao
, Qian Du
:
Discriminative Marginalized Least-Squares Regression for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58(5): 3148-3161 (2020) - [j173]Hongjun Su
, Yao Yu, Qian Du
, Peijun Du:
Ensemble Learning for Hyperspectral Image Classification Using Tangent Collaborative Representation. IEEE Trans. Geosci. Remote. Sens. 58(6): 3778-3790 (2020) - [j172]Weiwei Sun
, Jiangtao Peng
, Gang Yang, Qian Du
:
Fast and Latent Low-Rank Subspace Clustering for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 58(6): 3906-3915 (2020) - [j171]Wen-Shuai Hu
, Heng-Chao Li
, Lei Pan
, Wei Li
, Ran Tao
, Qian Du
:
Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58(6): 4237-4250 (2020) - [j170]Jiaojiao Li
, Ruxing Cui
, Bo Li
, Rui Song, Yunsong Li
, Yuchao Dai, Qian Du
:
Hyperspectral Image Super-Resolution by Band Attention Through Adversarial Learning. IEEE Trans. Geosci. Remote. Sens. 58(6): 4304-4318 (2020) - [j169]Shaohui Mei
, Ruituo Jiang, Xu Li, Qian Du
:
Spatial and Spectral Joint Super-Resolution Using Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 58(7): 4590-4603 (2020) - [j168]Tao Jiang
, Yunsong Li
, Weiying Xie
, Qian Du
:
Discriminative Reconstruction Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 58(7): 4666-4679 (2020) - [j167]Kai Jiang
, Weiying Xie
, Yunsong Li
, Jie Lei
, Gang He, Qian Du
:
Semisupervised Spectral Learning With Generative Adversarial Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 58(7): 5224-5236 (2020) - [j166]Weiying Xie
, Baozhu Liu
, Yunsong Li
, Jie Lei
, Qian Du
:
Autoencoder and Adversarial-Learning-Based Semisupervised Background Estimation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 58(8): 5416-5427 (2020) - [j165]Xue Wang
, Kun Tan
, Qian Du
, Yu Chen, Peijun Du
:
CVA2E: A Conditional Variational Autoencoder With an Adversarial Training Process for Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 58(8): 5676-5692 (2020) - [j164]Xudong Zhao
, Ran Tao
, Wei Li
, Heng-Chao Li
, Qian Du
, Wenzhi Liao
, Wilfried Philips:
Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep CNN Architecture. IEEE Trans. Geosci. Remote. Sens. 58(10): 7355-7370 (2020) - [j163]Weiying Xie
, Jie Lei
, Yuhang Cui, Yunsong Li
, Qian Du
:
Hyperspectral Pansharpening With Deep Priors. IEEE Trans. Neural Networks Learn. Syst. 31(5): 1529-1543 (2020) - [c142]Wen-Shuai Hu, Heng-Chao Li, Tian-Yu Ma, Qian Du
, Antonio Plaza
, William J. Emery:
Hyperspectral Image Classification Based on Tensor-Train Convolutional Long Short-Term Memory. IGARSS 2020: 858-861 - [c141]Long Tian, Qian Du
, Ivica Kopriva:
L0-Motivated Low Rank Sparse Subspace Clustering for Hyperspectral Imagery. IGARSS 2020: 1038-1041 - [c140]Tao Jiang, Weiying Xie, Yunsong Li, Qian Du
:
Discriminative Semi-Supervised Generative Adversarial Network for Hyperspectral Anomaly Detection. IGARSS 2020: 2420-2423 - [c139]Chiru Ge, Qian Du
:
Probability Fusion for Hyperspectral and LiDAR Data. IGARSS 2020: 2675-2678 - [i5]Xin Wu, Wei Li, Danfeng Hong, Jiaojiao Tian, Ran Tao, Qian Du:
Vehicle Detection of Multi-source Remote Sensing Data Using Active Fine-tuning Network. CoRR abs/2007.08494 (2020) - [i4]Yu Shen, Sijie Zhu, Chen Chen, Qian Du, Liang Xiao, Jianyu Chen, Delu Pan:
Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification. CoRR abs/2008.00542 (2020) - [i3]Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang:
More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification. CoRR abs/2008.05457 (2020)
2010 – 2019
- 2019
- [j162]Wei Li
, Chen Chen
, Mengmeng Zhang
, Heng-Chao Li
, Qian Du
:
Data Augmentation for Hyperspectral Image Classification With Deep CNN. IEEE Geosci. Remote. Sens. Lett. 16(4): 593-597 (2019) - [j161]Jiangtao Peng
, Weiwei Sun
, Li Ma
, Qian Du
:
Discriminative Transfer Joint Matching for Domain Adaptation in Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 16(6): 972-976 (2019) - [j160]Li Ma
, Chuang Luo, Jiangtao Peng, Qian Du
:
Unsupervised Manifold Alignment for Cross-Domain Classification of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 16(10): 1650-1654 (2019) - [j159]Yan Xu
, Qian Du
, Wei Li
, Nicolas H. Younan
:
Efficient Probabilistic Collaborative Representation-Based Classifier for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 16(11): 1746-1750 (2019) - [j158]Yunsong Li, Chiru Ge
, Weiwei Sun, Jiangtao Peng, Qian Du
, Keyan Wang:
Hyperspectral and LiDAR Data Fusion Classification Using Superpixel Segmentation-Based Local Pixel Neighborhood Preserving Embedding. Remote. Sens. 11(5): 550 (2019) - [j157]Depin Ou
, Kun Tan
, Qian Du
, Jishuai Zhu
, Xue Wang
, Yu Chen
:
A Novel Tri-Training Technique for the Semi-Supervised Classification of Hyperspectral Images Based on Regularized Local Discriminant Embedding Feature Extraction. Remote. Sens. 11(6): 654 (2019) - [j156]Jiahui Qu
, Yunsong Li, Qian Du, Wenqian Dong
, Bobo Xi:
Hyperspectral Pansharpening Based on Homomorphic Filtering and Weighted Tensor Matrix. Remote. Sens. 11(9): 1005 (2019) - [j155]Kun Tan
, Zengfu Hou, Fuyu Wu, Qian Du
, Yu Chen:
Anomaly Detection for Hyperspectral Imagery Based on the Regularized Subspace Method and Collaborative Representation. Remote. Sens. 11(11): 1318 (2019) - [j154]Zhenqun Hua, Weiwei Sun, Gang Yang
, Qian Du
:
A Full-Coverage Daily Average PM2.5 Retrieval Method with Two-Stage IVW Fused MODIS C6 AOD and Two-Stage GAM Model. Remote. Sens. 11(13): 1558 (2019) - [j153]Kun Tan
, Zengfu Hou, Donglei Ma, Yu Chen, Qian Du
:
Anomaly Detection in Hyperspectral Imagery Based on Low-Rank Representation Incorporating a Spatial Constraint. Remote. Sens. 11(13): 1578 (2019) - [j152]Jiaojiao Li
, Ruxing Cui, Bo Li
, Rui Song, Yunsong Li, Qian Du
:
Hyperspectral Image Super-Resolution with 1D-2D Attentional Convolutional Neural Network. Remote. Sens. 11(23): 2859 (2019) - [j151]Kun Tan
, Fuyu Wu
, Qian Du
, Peijun Du, Yu Chen:
A Parallel Gaussian-Bernoulli Restricted Boltzmann Machine for Mining Area Classification With Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(2): 627-636 (2019) - [j150]Shujun Yang
, Junhui Hou
, Yuheng Jia
, Shaohui Mei
, Qian Du
:
Pseudolabel Guided Kernel Learning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(3): 1000-1011 (2019) - [j149]Chiru Ge
, Qian Du
, Wei Li
, Yunsong Li, Weiwei Sun
:
Hyperspectral and LiDAR Data Classification Using Kernel Collaborative Representation Based Residual Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(6): 1963-1973 (2019) - [j148]Sicong Liu
, Qian Du
, Xiaohua Tong
, Alim Samat
, Lorenzo Bruzzone
:
Unsupervised Change Detection in Multispectral Remote Sensing Images via Spectral-Spatial Band Expansion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(9): 3578-3587 (2019) - [j147]Weiwei Sun
, Gang Yang, Jiangtao Peng
, Qian Du
:
Hyperspectral Band Selection Using Weighted Kernel Regularization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(9): 3665-3676 (2019) - [j146]Xiaohua Tong
, Kuifeng Luan
, Uwe Stilla
, Zhen Ye
, Yusheng Xu
, Sa Gao, Huan Xie
, Qian Du
, Shijie Liu
, Xiong Xu
, Sicong Liu
:
Image Registration With Fourier-Based Image Correlation: A Comprehensive Review of Developments and Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(10): 4062-4081 (2019) - [j145]Ran Tao
, Xudong Zhao
, Wei Li
, Heng-Chao Li
, Qian Du
:
Hyperspectral Anomaly Detection by Fractional Fourier Entropy. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 4920-4929 (2019) - [j144]Weidong Yang
, Jiangtao Peng
, Weiwei Sun
, Qian Du
:
Log-Euclidean Kernel-Based Joint Sparse Representation for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 5023-5034 (2019) - [j143]Wei Li
, Zhongjian Wang
, Lu Li, Qian Du
:
Feature Extraction for Hyperspectral Images Using Local Contain Profile. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 5035-5046 (2019) - [j142]Xiaofei Shi
, Cheng Zhu, Xing Ding, Qian Du
, Nicolas H. Younan
, Li Li:
A Superpixel-Based Coastline Extraction Algorithm for Single-Polarized ENVISAT and ERS Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 5118-5133 (2019) - [j141]Qi Wang
, Zhenghang Yuan, Qian Du
, Xuelong Li
:
GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 57(1): 3-13 (2019) - [j140]Jiangtao Peng
, Weiwei Sun
, Qian Du
:
Self-Paced Joint Sparse Representation for the Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 57(2): 1183-1194 (2019) - [j139]Hongjun Su
, Bo Zhao, Qian Du
, Peijun Du
:
Kernel Collaborative Representation With Local Correlation Features for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(2): 1230-1241 (2019) - [j138]Hongyi Liu
, Peipei Sun, Qian Du
, Zebin Wu
, Zhihui Wei:
Hyperspectral Image Restoration Based on Low-Rank Recovery With a Local Neighborhood Weighted Spectral-Spatial Total Variation Model. IEEE Trans. Geosci. Remote. Sens. 57(3): 1409-1422 (2019) - [j137]Shaohui Mei
, Jingyu Ji, Yunhao Geng
, Zhi Zhang, Xu Li, Qian Du
:
Unsupervised Spatial-Spectral Feature Learning by 3D Convolutional Autoencoder for Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 57(9): 6808-6820 (2019) - [j136]Xue Wang
, Kun Tan
, Qian Du
, Yu Chen, Peijun Du
:
Caps-TripleGAN: GAN-Assisted CapsNet for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(9): 7232-7245 (2019) - [j135]Wei Li
, Yuxiang Zhang, Na Liu, Qian Du
, Ran Tao
:
Structure-Aware Collaborative Representation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(9): 7246-7261 (2019) - [j134]Jiaojiao Li
, Yunsong Li, Rui Song, Shaohui Mei, Qian Du
:
Local Spectral Similarity Preserving Regularized Robust Sparse Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 57(10): 7756-7769 (2019) - [j133]Kaiyan Li
, Weiying Xie
, Qian Du
, Yunsong Li:
DDLPS: Detail-Based Deep Laplacian Pansharpening for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 57(10): 8011-8025 (2019) - [c138]Robiul Hossain Md. Rafi, Bo Tang, Qian Du
, Nicolas H. Younan:
Attention-based Domain Adaptation for Hyperspectral Image Classification. IGARSS 2019: 67-70 - [c137]Ge Zhang, Shaohui Mei, Jin Tian, Yan Feng, Qian Du
:
Local Sparse Representation Based Spatial Preprocessing For Endmember Extraction. IGARSS 2019: 278-281 - [c136]Xiaoyong Bian, Chunfang Chen, Chunhua Deng, Ruiyao Liu, Qian Du
:
Hierarchical Deep Feature Representation for High-Resolution Scene Classification. IGARSS 2019: 517-520 - [c135]Zhongqi Tian, Zhi Zhang, Shaohui Mei, Ruoqiao Jiang, Shuai Wan, Qian Du
:
Discriminative CNN Via Metric Learning for Hyperspectral Classification. IGARSS 2019: 580-583 - [c134]Jiahui Qu, Qian Du, Yunsong Li, Wenqian Dong:
Hyperspectral and Panchromatic Image Fusion Based on Weighted Tensor Matrix. IGARSS 2019: 632-635 - [c133]Long Tian, Qian Du
, Ivica Kopriva, Nicolas H. Younan:
Orthogonal Graph-regularized Non-negative Matrix Factorization for Hyperspectral Image Clustering. IGARSS 2019: 795-798 - [c132]Yan Xu, Jiangtao Peng, Qian Du
, Nicolas H. Younan:
Multiple-Feature Ideal Regularized Kernel for Hyperspectral Image Classification. IGARSS 2019: 955-958 - [c131]Zhaoyue Wu
, Hongjun Su, Qian Du
:
Low-Rank and Collaborative Representation for Hyperspectral Anomaly Detection. IGARSS 2019: 1394-1397 - [c130]Xiao Liu, Shaohui Mei, Zhi Zhang, Yifan Zhang, Jingyu Ji, Qian Du
:
Decs-Net: Convolutional Self-Encoding Network for Hyperspectral Image Denoising. IGARSS 2019: 1951-1954 - [c129]Chen Chen, Xudong Zhao, Wei Li, Ran Tao, Qian Du
:
Collaborative Classification of Hyperspectral and Lidar Data With Information Fusion and Deep Nets. IGARSS 2019: 2475-2478 - [c128]Yan Xu, Qian Du
, Nicolas H. Younan:
Fast Kernel Collaborative Representation for Hyperspectral Image Classification. IGARSS 2019: 2754-2757 - [c127]Jiaojiao Li, Ruxing Cui, Bo Li
, Yunsong Li, Shaohui Mei, Qian Du
:
Dual 1D-2D Spatial-Spectral CNN for Hyperspectral Image Super-Resolution. IGARSS 2019: 3113-3116 - [c126]Yunhao Geng, Shaohui Mei, Jin Tian, Yifan Zhang, Qian Du
:
Spatial Constrained Hyperspectral Reconstruction from RGB Inputs Using Dictionary Representation. IGARSS 2019: 3169-3172 - [c125]Sicong Liu, Yongjie Zheng, Michele Dalponte
, Xiaohua Tong, Qian Du
:
Feature-Level Fusion of Landsat-8 OLI-SWIR and TIR Images for Fine Burned Area Change Detection. IGARSS 2019: 9964-9967 - [c124]Chiru Ge, Qian Du
, Yunsong Li, Jiaojiao Li:
Multitemporal Hyperspectral Image Classification using Collaborative Representation-based Classification with Tikhonov Regularization. MultiTemp 2019: 1-4 - [c123]Jiaojiao Li, Ruxing Cui, Yunsong Li, Bo Li
, Qian Du
, Chiru Ge:
Multitemporal Hyperspectral Image Super-Resolution through 3D Generative Adversarial Network. MultiTemp 2019: 1-4 - [c122]Shaohui Mei, Xiao Liu, Ge Zhang, Qian Du
:
Sensor-specific Transfer Learning for Hyperspectral Image Processing. MultiTemp 2019: 1-4 - [c121]Yao Yu, Zhaoyue Wu
, Hongjun Su, Qian Du
:
Land Cover Changes of Bagua Island with Collaborative Representation using Multi-Temporal Satellite Images. MultiTemp 2019: 1-4 - [c120]Yuxiang Zhang, Wei Li, Qian Du
, Xu Sun:
Discriminative Marginalized Least Squares Regression for Hyperspectral Image Classification. WHISPERS 2019: 1-4 - [i2]Qi Wang, Zhenghang Yuan, Qian Du, Xuelong Li:
GETNET: A General End-to-end Two-dimensional CNN Framework for Hyperspectral Image Change Detection. CoRR abs/1905.01662 (2019) - [i1]Wen-Shuai Hu, Heng-Chao Li, Lei Pan, Wei Li, Ran Tao, Qian Du:
Feature Extraction and Classification Based on Spatial-Spectral ConvLSTM Neural Network for Hyperspectral Images. CoRR abs/1905.03577 (2019) - 2018
- [j132]Yang-Jun Deng, Heng-Chao Li
, Qi Wang, Qian Du
:
Nuclear norm-based matrix regression preserving embedding for face recognition. Neurocomputing 311: 279-290 (2018) - [j131]Lei Pan, Heng-Chao Li, Jun Ni
, Chen Chen, Xiang-Dong Chen, Qian Du
:
GPU-based fast hyperspectral image classification using joint sparse representation with spectral consistency constraint. J. Real Time Image Process. 15(3): 463-475 (2018) - [j130]Na Liu, Wei Li
, Qian Du
:
Unsupervised Feature Extraction for Hyperspectral Imagery Using Collaboration-Competition Graph. IEEE J. Sel. Top. Signal Process. 12(6): 1491-1503 (2018) - [j129]Bo Du
, Yujia Sun, Shihan Cai, Chen Wu
, Qian Du
:
Object Tracking in Satellite Videos by Fusing the Kernel Correlation Filter and the Three-Frame-Difference Algorithm. IEEE Geosci. Remote. Sens. Lett. 15(2): 168-172 (2018) - [j128]Yang-Jun Deng, Heng-Chao Li
, Lei Pan, Li-Yang Shao
, Qian Du
, William J. Emery
:
Modified Tensor Locality Preserving Projection for Dimensionality Reduction of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 15(2): 277-281 (2018) - [j127]Jiaojiao Li
, Xi Zhao, Yunsong Li, Qian Du
, Bobo Xi, Jing Hu
:
Classification of Hyperspectral Imagery Using a New Fully Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 15(2): 292-296 (2018) - [j126]Huan Xie
, Ang Zhao, Shengyu Huang
, Jie Han, Sicong Liu, Xiong Xu, Xin Luo, Haiyan Pan, Qian Du
, Xiaohua Tong:
Unsupervised Hyperspectral Remote Sensing Image Clustering Based on Adaptive Density. IEEE Geosci. Remote. Sens. Lett. 15(4): 632-636 (2018) - [j125]Lei Pan
, Heng-Chao Li
, Yong-Jian Sun, Qian Du
:
Hyperspectral Image Reconstruction by Latent Low-Rank Representation for Classification. IEEE Geosci. Remote. Sens. Lett. 15(9): 1422-1426 (2018) - [j124]Jiaojiao Li
, Bobo Xi, Yunsong Li, Qian Du
, Keyan Wang:
Hyperspectral Classification Based on Texture Feature Enhancement and Deep Belief Networks. Remote. Sens. 10(3): 396 (2018) - [j123]Weiwei Sun, Long Tian, Yan Xu, Bo Du, Qian Du
:
A Randomized Subspace Learning Based Anomaly Detector for Hyperspectral Imagery. Remote. Sens. 10(3): 417 (2018) - [j122]Peng Liu
, Liping Di, Qian Du
, Lizhe Wang
:
Remote Sensing Big Data: Theory, Methods and Applications. Remote. Sens. 10(5): 711 (2018) - [j121]Depin Ou
, Kun Tan
, Qian Du
, Yu Chen
, Jianwei Ding:
Decision Fusion of D-InSAR and Pixel Offset Tracking for Coal Mining Deformation Monitoring. Remote. Sens. 10(7): 1055 (2018) - [j120]Jiaojiao Li
, Bobo Xi, Qian Du
, Rui Song, Yunsong Li, Guangbo Ren:
Deep Kernel Extreme-Learning Machine for the Spectral-Spatial Classification of Hyperspectral Imagery. Remote. Sens. 10(12): 2036 (2018) - [j119]Hongjun Su, Zhaoyue Wu
, Qian Du
, Peijun Du:
Hyperspectral Anomaly Detection Using Collaborative Representation With Outlier Removal. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(12): 5029-5038 (2018) - [j118]Xiaodong Xu, Wei Li
, Qiong Ran, Qian Du
, Lianru Gao
, Bing Zhang
:
Multisource Remote Sensing Data Classification Based on Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 56(2): 937-949 (2018) - [j117]Hongjun Su
, Bo Zhao, Qian Du
, Peijun Du, Zhaohui Xue
:
Multifeature Dictionary Learning for Collaborative Representation Classification of Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 56(4): 2467-2484 (2018) - [j116]Shaohui Mei
, Junhui Hou
, Jie Chen
, Lap-Pui Chau
, Qian Du
:
Simultaneous Spatial and Spectral Low-Rank Representation of Hyperspectral Images for Classification. IEEE Trans. Geosci. Remote. Sens. 56(5): 2872-2886 (2018) - [j115]Weiwei Sun
, Qian Du
:
Graph-Regularized Fast and Robust Principal Component Analysis for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 56(6): 3185-3195 (2018) - [j114]Jiaojiao Li
, Qian Du
, Yunsong Li, Wei Li
:
Hyperspectral Image Classification With Imbalanced Data Based on Orthogonal Complement Subspace Projection. IEEE Trans. Geosci. Remote. Sens. 56(7): 3838-3851 (2018) - [j113]Xin-Ru Feng, Heng-Chao Li
, Jun Li
, Qian Du
, Antonio Plaza
, William J. Emery
:
Hyperspectral Unmixing Using Sparsity-Constrained Deep Nonnegative Matrix Factorization With Total Variation. IEEE Trans. Geosci. Remote. Sens. 56(10): 6245-6257 (2018) - [j112]Yang-Jun Deng, Heng-Chao Li
, Kun Fu, Qian Du
, William J. Emery
:
Tensor Low-Rank Discriminant Embedding for Hyperspectral Image Dimensionality Reduction. IEEE Trans. Geosci. Remote. Sens. 56(12): 7183-7194 (2018) - [c119]Long Tian, Qian Du
:
Parallel Multi-view Low-rank and Sparse Subspace Clustering for Unsupervised Hyperspectral Image Classification. APSIPA 2018: 618-621 - [c118]Xiang Li, Wei Li, Xiaodong Xu, Qian Du
:
CascadeNet: Modified ResNet with Cascade Blocks. ICPR 2018: 483-488 - [c117]Sicong Liu, Qian Du
, Lorenzo Bruzzone, Alim Samat
, Xiaohua Tong:
Unsupervised Multi-Class Change Detection in Bitemporal Multispectral Images Using Band Expansion. IGARSS 2018: 1910-1913 - [c116]Xiaofeng Chen, Jingyu Ji, Shaohui Mei, Yifan Zhang, Manli Han, Qian Du
:
FPGA Based Implementation of Convolutional Neural Network for Hyperspectral Classification. IGARSS 2018: 2451-2454 - [c115]Zhongqi Tian, Jingyu Ji, Shaohui Mei, Junhui Hou
, Shuai Wan, Qian Du
:
Hyperspectral Classification Via Spatial Context Exploration with Multi-Scale CNN. IGARSS 2018: 2563-2566 - [c114]Shizhi Zhao, Wei Li, Qian Du
, Qiong Ran:
Hyperspectral Classification Based on Siamese Neural Network Using Spectral-Spatial Feature. IGARSS 2018: 2567-2570 - [c113]Wei-Ye Wang, Heng-Chao Li, Lei Pan, Gang Yang, Qian Du
:
Hyperspectral Image Classification Based on Capsule Network. IGARSS 2018: 3571-3574 - [c112]Xiaoyong Bian, Yuxia Sheng, Yan Xu, Qian Du
:
A Novel Multiple Kernel Learning Framework for Remote Sensing Scene Classification. IGARSS 2018: 4717-4720 - [c111]Shaohui Mei, Bakht Muhammad Khan, Yifan Zhang, Qian Du
:
Low-Complexity Hyperspectral Image Compression Using Folded PCA and JPEG2000. IGARSS 2018: 4756-4759 - [c110]Vineetha Menon, Qian Du
, Sundar A. Christopher:
Improved Random Projection with $K$-Means Clustering for Hyperspectral Image Classification. IGARSS 2018: 4768-4771 - [c109]Yi Chen, Mengmeng Zhang
, Wei Li, Qian Du
:
Joint Feature Extraction for Multispectral and Panchromatic Images Based on Convolutional Neural Network. IGARSS 2018: 5005-5008 - [c108]Yan Xu, Qian Du
, Wei Li, Nicolas H. Younan:
Gabor-Filtering-Based Probabilistic Collaborative Representation for Hyperspectral Image Classification. IGARSS 2018: 5081-5084 - [c107]Long Tian, Qian Du
, Ivica Kopriva, Nicolas H. Younan:
Spatial-spectral Based Multi-view Low-rank Sparse Sbuspace Clustering for Hyperspectral Imagery. IGARSS 2018: 8488-8491 - [c106]Jiaojiao Li, Qian Du
, Bobo Xi, Yunsong Li:
Hyperspectral Image Classification Via Sample Expansion for Convolutional Neural Network. WHISPERS 2018: 1-5 - [c105]Vineetha Menon, Qian Du
:
Randomized non negative matrix factorization for hyperspectral image classification. WHISPERS 2018: 1-5 - [c104]Long Tian, Qian Du
, Ivica Kopriva, Nicolas H. Younan:
Kernel Spatial-Spectral Based Multi-View Low-Rank Sparse Sbuspace Clustering for Hyperspectral Imagery. WHISPERS 2018: 1-4 - 2017
- [j111]Ke Wu
, Qian Du
, Xiangyun Hu
, Xianmin Wang:
Sub-Pixel Mapping Based on MAP Model and Spatial Attraction Theory for Remotely Sensed Image. IEEE Access 5: 25126-25132 (2017) - [j110]Vineetha Menon, Qian Du
, James E. Fowler
:
Random Hadamard Projections for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 14(3): 419-423 (2017) - [j109]Yan Xu
, Qian Du
, Nicolas H. Younan:
Particle Swarm Optimization-Based Band Selection for Hyperspectral Target Detection. IEEE Geosci. Remote. Sens. Lett. 14(4): 554-558 (2017) - [j108]Wei Li
, Guodong Wu, Qian Du
:
Transferred Deep Learning for Anomaly Detection in Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 14(5): 597-601 (2017) - [j107]Ke Wu
, Qian Du
:
Subpixel Change Detection of Multitemporal Remote Sensed Images Using Variability of Endmembers. IEEE Geosci. Remote. Sens. Lett. 14(6): 796-800 (2017) - [j106]Haoyang Yu
, Lianru Gao
, Wei Li, Qian Du
, Bing Zhang:
Locality Sensitive Discriminant Analysis for Group Sparse Representation-Based Hyperspectral Imagery Classification. IEEE Geosci. Remote. Sens. Lett. 14(8): 1358-1362 (2017) - [j105]Lei Pan, Heng-Chao Li
, Hua Meng
, Wei Li, Qian Du
, William J. Emery:
Hyperspectral Image Classification via Low-Rank and Sparse Representation With Spectral Consistency Constraint. IEEE Geosci. Remote. Sens. Lett. 14(11): 2117-2121 (2017) - [j104]Ke Wu
, Qian Du
, Yi Wang
, Yetao Yang:
Supervised Sub-Pixel Mapping for Change Detection from Remotely Sensed Images with Different Resolutions. Remote. Sens. 9(3): 284 (2017) - [j103]Fubiao Feng, Wei Li, Qian Du
, Bing Zhang:
Dimensionality Reduction of Hyperspectral Image with Graph-Based Discriminant Analysis Considering Spectral Similarity. Remote. Sens. 9(4): 323 (2017) - [j102]Lei Pan, Heng-Chao Li, Yang-Jun Deng, Fan Zhang
, Xiang-dong Chen, Qian Du
:
Hyperspectral Dimensionality Reduction by Tensor Sparse and Low-Rank Graph-Based Discriminant Analysis. Remote. Sens. 9(5): 452 (2017) - [j101]Yan Xu, Qian Du
, Wei Li, Chen Chen
, Nicolas H. Younan:
Nonlinear Classification of Multispectral Imagery Using Representation-Based Classifiers. Remote. Sens. 9(7): 662 (2017) - [j100]Sicong Liu
, Qian Du
, Xiaohua Tong, Alim Samat
, Haiyan Pan, Xiaolong Ma
:
Band Selection-Based Dimensionality Reduction for Change Detection in Multi-Temporal Hyperspectral Images. Remote. Sens. 9(10): 1008 (2017) - [j99]Shaohui Mei
, Xin Yuan
, Jingyu Ji, Yifan Zhang, Shuai Wan, Qian Du
:
Hyperspectral Image Spatial Super-Resolution via 3D Full Convolutional Neural Network. Remote. Sens. 9(11): 1139 (2017) - [j98]Hongjun Su, Yue Cai, Qian Du
:
Firefly-Algorithm-Inspired Framework With Band Selection and Extreme Learning Machine for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(1): 309-320 (2017) - [j97]Xiaoyong Bian, Chen Chen, Long Tian, Qian Du
:
Fusing Local and Global Features for High-Resolution Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(6): 2889-2901 (2017) - [j96]Shaohui Mei, Qianqian Bi, Jingyu Ji, Junhui Hou
, Qian Du
:
Hyperspectral Image Classification by Exploring Low-Rank Property in Spectral or/and Spatial Domain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(6): 2910-2921 (2017) - [j95]Sicong Liu, Qian Du
, Xiaohua Tong, Alim Samat
, Lorenzo Bruzzone, Francesca Bovolo:
Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(9): 4124-4137 (2017) - [j94]Weiwei Sun, Long Tian, Yan Xu, Dianfa Zhang, Qian Du
:
Fast and Robust Self-Representation Method for Hyperspectral Band Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(11): 5087-5098 (2017) - [j93]Wei Li
, Guodong Wu, Fan Zhang
, Qian Du
:
Hyperspectral Image Classification Using Deep Pixel-Pair Features. IEEE Trans. Geosci. Remote. Sens. 55(2): 844-853 (2017) - [j92]Shaohui Mei
, Jingyu Ji, Junhui Hou
, Xu Li, Qian Du
:
Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 55(8): 4520-4533 (2017) - [j91]Lei Pan, Heng-Chao Li
, Wei Li, Xiang-Dong Chen, Guangning Wu, Qian Du
:
Discriminant Analysis of Hyperspectral Imagery Using Fast Kernel Sparse and Low-Rank Graph. IEEE Trans. Geosci. Remote. Sens. 55(11): 6085-6098 (2017) - [j90]Jiangtao Peng
, Qian Du
:
Robust Joint Sparse Representation Based on Maximum Correntropy Criterion for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(12): 7152-7164 (2017) - [c103]Shaohui Mei, Xin Yuan
, Jingyu Ji, Shuai Wan, Junhui Hou
, Qian Du
:
Hyperspectral image super-resolution via convolutional neural network. ICIP 2017: 4297-4301 - [c102]Fubiao Feng, Wei Li, Qian Du
, Qiong Ran:
Sparse graph embedding dimension reduction for hyperspectral image with a new spectral similarity metric. IGARSS 2017: 13-16 - [c101]Sicong Liu, Qian Du
, Xiaohua Tong, Alim Samat
, Lorenzo Bruzzone, Francesca Bovolo:
A spectral-spatial multiscale approach for unsupervised multiple change detection. IGARSS 2017: 169-172 - [c100]Shaohui Mei, Yanfu Chen, Jingyu Ji, Junhui Hou
, Qian Du
:
Fusing different levels of deep features by deep stacked neural network for hyperspectral images. IGARSS 2017: 759-762 - [c99]Jingyu Ji, Shaohui Mei, Junhui Hou
, Xu Li, Qian Du
:
Learning sensor-specific features for hyperspectral images via 3-dimensional convolutional autoencoder. IGARSS 2017: 1820-1823 - [c98]Xiaoyong Bian, Chen Chen, Yuxia Sheng, Yan Xu, Qian Du
:
Fusing two convolutional neural networks for high-resolution scene classification. IGARSS 2017: 3242-3245 - [c97]Long Tian, Qian Du
, Nicolas H. Younan, Ivica Kopriva:
Tensor-based offset-sparsity decomposition for hyperspectral image classification. IGARSS 2017: 3656-3659 - [c96]Yan Xu, Qian Du
, Wei Li, Chen Chen, Nicolas H. Younan:
Nonlinear classification of multispectral imagery using representation-based classifiers. IGARSS 2017: 4738-4741 - [c95]Wei Li, Guodong Wu, Qian Du
:
Transferred deep learning for hyperspectral target detection. IGARSS 2017: 5177-5180 - 2016
- [j89]Jinyi Zou, Wei Li, Chen Chen, Qian Du
:
Scene classification using local and global features with collaborative representation fusion. Inf. Sci. 348: 209-226 (2016) - [j88]Hongjun Su, Bin Yong, Qian Du
:
Hyperspectral Band Selection Using Improved Firefly Algorithm. IEEE Geosci. Remote. Sens. Lett. 13(1): 68-72 (2016) - [j87]Shaohui Mei, Qianqian Bi, Jingyu Ji, Junhui Hou
, Qian Du
:
Spectral Variation Alleviation by Low-Rank Matrix Approximation for Hyperspectral Image Analysis. IEEE Geosci. Remote. Sens. Lett. 13(6): 796-800 (2016) - [j86]Hongjun Su
, Bo Zhao, Qian Du
, Yehua Sheng:
Tangent Distance-Based Collaborative Representation for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13(9): 1236-1240 (2016) - [j85]Vineetha Menon
, Qian Du
, James E. Fowler:
Fast SVD With Random Hadamard Projection for Hyperspectral Dimensionality Reduction. IEEE Geosci. Remote. Sens. Lett. 13(9): 1275-1279 (2016) - [j84]Qian Du
, Eckart Michaelsen, Bing Zhang, Jocelyn Chanussot:
Special issue on advances in pattern recognition in remote sensing. Pattern Recognit. Lett. 83: 113-114 (2016) - [j83]Wei Li, Qian Du
:
A survey on representation-based classification and detection in hyperspectral remote sensing imagery. Pattern Recognit. Lett. 83: 115-123 (2016) - [j82]Longhui Huang, Chen Chen
, Wei Li, Qian Du
:
Remote Sensing Image Scene Classification Using Multi-Scale Completed Local Binary Patterns and Fisher Vectors. Remote. Sens. 8(6): 483 (2016) - [j81]Ke Wu
, Dong Zhao, Yanfei Zhong
, Qian Du
:
Multi-Probe Based Artificial DNA Encoding and Matching Classifier for Hyperspectral Remote Sensing Imagery. Remote. Sens. 8(8): 645 (2016) - [j80]Kun Tan
, Jishuai Zhu
, Qian Du
, Lixin Wu, Peijun Du
:
A Novel Tri-Training Technique for Semi-Supervised Classification of Hyperspectral Images Based on Diversity Measurement. Remote. Sens. 8(9): 749 (2016) - [j79]Xiaoyong Bian, Chen Chen
, Yan Xu, Qian Du
:
Robust Hyperspectral Image Classification by Multi-Layer Spatial-Spectral Sparse Representations. Remote. Sens. 8(12): 985 (2016) - [j78]Jiaojiao Li, Qian Du
, Yunsong Li:
An efficient radial basis function neural network for hyperspectral remote sensing image classification. Soft Comput. 20(12): 4753-4759 (2016) - [j77]Qian Du
:
Message from Incoming Editor-in-Chief. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(1): 4 (2016) - [j76]Wei Li, Qian Du
, Fan Zhang
, Wei Hu:
Hyperspectral Image Classification by Fusing Collaborative and Sparse Representations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4178-4187 (2016) - [j75]Alex Sumarsono
, Qian Du
:
Low-Rank Subspace Representation for Supervised and Unsupervised Classification of Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4188-4195 (2016) - [j74]Wei Li, Jiabin Liu, Qian Du
:
Sparse and Low-Rank Graph for Discriminant Analysis of Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 54(7): 4094-4105 (2016) - [j73]Wei Li, Qian Du
:
Laplacian Regularized Collaborative Graph for Discriminant Analysis of Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 54(12): 7066-7076 (2016) - [c94]Lucheng Wu, Xiaoming Xie, Wei Li, Qian Du
:
Parallel collaborative representation for hyperspectral image classification on GPUs. IGARSS 2016: 2438-2441 - [c93]Zhengzheng Fang, Wei Li, Jinyi Zou, Qian Du
:
Using CNN-based high-level features for remote sensing scene classification. IGARSS 2016: 2610-2613 - [c92]Jishuai Zhu, Kun Tan
, Qian Du
:
Tri_training for remote sensing classification based on multi-scale homogeneity. IGARSS 2016: 3055-3058 - [c91]Shaohui Mei, Qianqian Bi, Jingyu Ji, Junhui Hou
, Qian Du
:
How to fully explore the low-rank property for data recovery of hyperspectral images. IGARSS 2016: 3314-3317 - [c90]Jiaojiao Li, Qian Du
, Wei Li, Yunsong Li:
Representation-based hyperspectral image classification with imbalanced data. IGARSS 2016: 3318-3321 - [c89]Long Tian, Qian Du
, Nicolas H. Younan, Ivica Kopriva:
Multispectral image enhancement with extended offset-sparsity decomposition. IGARSS 2016: 4383-4386 - [c88]Shaohui Mei, Jingyu Ji, Qianqian Bi, Junhui Hou
, Qian Du
, Wei Li:
Integrating spectral and spatial information into deep convolutional Neural Networks for hyperspectral classification. IGARSS 2016: 5067-5070 - [c87]Xiaoyong Bian, Chen Chen, Qian Du
, Yuxia Sheng:
Extended multi-structure local binary pattern for high-resolution image scene classification. IGARSS 2016: 5134-5137 - [c86]Vineetha Menon, Qian Du
, James E. Fowler:
Hadamard-Walsh random projection for hyperspectral image classification. IGARSS 2016: 5141-5144 - [c85]Yan Xu, Qian Du
, Nicolas H. Younan:
Particle swarm optimization-based band selection for hyperspectral target detection. IGARSS 2016: 5872-5875 - [c84]Weibo Ma, Kun Tan
, Qian Du
, Jianwei Ding, Qingwu Yan:
Estimating soil heavy metal concentration using hyperspectral data and weighted K-NN method. WHISPERS 2016: 1-4 - [c83]Vineetha Menon, Qian Du
, James E. Fowler:
Random-projection-based nonnegative least squares for hyperspectral image unmixing. WHISPERS 2016: 1-5 - [c82]Cencen Pan, Kun Tan
, Qian Du
, Qinwu Yan, Jianwei Ding:
Hyperspectral image destriping using unmixing-based kriging interpolation. WHISPERS 2016: 1-5 - [c81]Ke Wu, Qian Du
:
Sub-pixel mapping of remotely sensed imagery based on maximum a posteriori estimation and fuzzy ARTMAP neural network. WHISPERS 2016: 1-5 - [c80]Mengmeng Zhang
, Wei Li, Qian Du
:
Joint low rank and sparse representation-based hyperspectral image classification. WHISPERS 2016: 1-4 - 2015
- [j72]Wei Li, Qian Du
, Mingming Xiong:
Kernel Collaborative Representation With Tikhonov Regularization for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 12(1): 48-52 (2015) - [j71]Wei Li, Qian Du
, Fan Zhang
, Wei Hu:
Collaborative-Representation-Based Nearest Neighbor Classifier for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 12(2): 389-393 (2015) - [j70]Mingming Xiong, Qiong Ran, Wei Li, Jinyi Zou, Qian Du
:
Hyperspectral Image Classification Using Weighted Joint Collaborative Representation. IEEE Geosci. Remote. Sens. Lett. 12(6): 1209-1213 (2015) - [j69]Kun Tan
, Songyang Zhou, Qian Du
:
Semisupervised Discriminant Analysis for Hyperspectral Imagery With Block-Sparse Graph. IEEE Geosci. Remote. Sens. Lett. 12(8): 1765-1769 (2015) - [j68]Jinyi Zou, Wei Li, Qian Du
:
Sparse Representation-Based Nearest Neighbor Classifiers for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 12(12): 2418-2422 (2015) - [j67]Wei Li, Qian Du
, Bing Zhang:
Combined sparse and collaborative representation for hyperspectral target detection. Pattern Recognit. 48(12): 3904-3916 (2015) - [j66]Lianru Gao
, Bin Yang, Qian Du
, Bing Zhang
:
Adjusted Spectral Matched Filter for Target Detection in Hyperspectral Imagery. Remote. Sens. 7(6): 6611-6634 (2015) - [j65]Bing Peng, Wei Li, Xiaoming Xie, Qian Du
, Kui Liu:
Weighted-Fusion-Based Representation Classifiers for Hyperspectral Imagery. Remote. Sens. 7(11): 14806-14826 (2015) - [j64]Shaohui Mei
, Qian Du
, Mingyi He
:
Equivalent-Sparse Unmixing Through Spatial and Spectral Constrained Endmember Selection From an Image-Derived Spectral Library. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2665-2675 (2015) - [j63]Kun Tan
, Junpeng Zhang, Qian Du
, Xuesong Wang
:
GPU Parallel Implementation of Support Vector Machines for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(10): 4647-4656 (2015) - [j62]Wei Li, Qian Du
:
Collaborative Representation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 53(3): 1463-1474 (2015) - [j61]Wei Li, Chen Chen, Hongjun Su, Qian Du
:
Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 53(7): 3681-3693 (2015) - [j60]Alex Sumarsono, Qian Du
:
Low-Rank Subspace Representation for Estimating the Number of Signal Subspaces in Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 53(11): 6286-6292 (2015) - [c79]Lu Wang, Xiaoming Xie, Wei Li, Qian Du
, Guojun Li:
Sparse feature extraction for hyperspectral image classification. ChinaSIP 2015: 1067-1070 - [c78]Alex Sumarsono, Qian Du
:
Hyperspectral image classification with low-rank subspace and sparse representation. IGARSS 2015: 2864-2867 - [c77]Wei Li, Qian Du
:
Adaptive sparse representation for hyperspectral image classification. IGARSS 2015: 4955-4958 - [c76]Shaohui Mei, Qian Du
, Mingyi He
, Yihang Wang:
Spatial preprocessing for spectral endmember extraction by local linear embedding. IGARSS 2015: 5027-5030 - [c75]Wei Li, Lan Chang, Qian Du
:
Representation-based classification for hyperspectral imagery: An elastic net regularization approach. WHISPERS 2015: 1-4 - [c74]Shaohui Mei, Qian Du
, Mingyi He
, Yihang Wang:
Endmember extraction by L2, 0 constrained sparse dictionary selection. WHISPERS 2015: 1-4 - [c73]Bing Peng, Xiaoming Xie, Wei Li, Qian Du
:
Hyperspectral image classification using multiple features and nearest regularized subspace. WHISPERS 2015: 1-4 - [c72]Qiong Ran, Wei Li, Qian Du
:
Spatial-spectral classification with local regional filter and Markov random field. WHISPERS 2015: 1-4 - [c71]Alex Sumarsono, Qian Du
, Nicolas H. Younan:
Hyperspectral image segmentation with low-rank representation and spectral clustering. WHISPERS 2015: 1-4 - 2014
- [j59]Kun Tan
, Erzhu Li, Qian Du
, Peijun Du
:
Hyperspectral Image Classification Using Band Selection and Morphological Profiles. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(1): 40-48 (2014) - [j58]Wei Li, Qian Du
:
Gabor-Filtering-Based Nearest Regularized Subspace for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(4): 1012-1022 (2014) - [j57]Wei Li, Qian Du
:
Joint Within-Class Collaborative Representation for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2200-2208 (2014) - [j56]Qian Du
, Nam Hoai Ly, James E. Fowler:
An Operational Approach to PCA+JPEG2000 Compression of Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2237-2245 (2014) - [j55]Christian Debes, Andreas Merentitis, Roel Heremans, Jürgen T. Hahn, Nikolaos Frangiadakis, Tim van Kasteren, Wenzhi Liao, Rik Bellens, Aleksandra Pizurica
, Sidharta Gautama
, Wilfried Philips, Saurabh Prasad, Qian Du
, Fabio Pacifici:
Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2405-2418 (2014) - [j54]Hongjun Su, Qian Du
, Peijun Du
:
Hyperspectral Image Visualization Using Band Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2647-2658 (2014) - [j53]Hongjun Su, Qian Du
, Genshe Chen, Peijun Du
:
Optimized Hyperspectral Band Selection Using Particle Swarm Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2659-2670 (2014) - [j52]Nam Hoai Ly, Qian Du
, James E. Fowler:
Collaborative Graph-Based Discriminant Analysis for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2688-2696 (2014) - [j51]Qian Du
, Eckart Michaelsen, Peijun Du
, Lorenzo Bruzzone, Xiaohua Tong, Uwe Stilla:
Foreword to the Special Issue on Pattern Recognition in Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(12): 4615-4619 (2014) - [j50]Nam Hoai Ly, Qian Du
, James E. Fowler:
Sparse Graph-Based Discriminant Analysis for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 52(7): 3872-3884 (2014) - [j49]Bing Zhang, Lina Zhuang, Lianru Gao, Wenfei Luo, Qiong Ran, Qian Du
:
PSO-EM: A Hyperspectral Unmixing Algorithm Based On Normal Compositional Model. IEEE Trans. Geosci. Remote. Sens. 52(12): 7782-7792 (2014) - [c70]Zhen Ye, Mingyi He
, James E. Fowler, Qian Du
:
Hyperspectral image classification based on spectra derivative features and locality preserving analysis. ChinaSIP 2014: 138-142 - [c69]Nareenart Raksuntorn
, Qian Du
, Nicolas H. Younan, Wei Li:
Orthogonal matching pursuit for nonlinear unmixing of hyperspectral imagery. ChinaSIP 2014: 157-161 - [c68]Wei Li, Saurabh Prasad, Eric W. Tramel
, James E. Fowler, Qian Du
:
Decision fusion for hyperspectral image classification based on minimum-distance classifiers in thewavelet domain. ChinaSIP 2014: 162-165 - [c67]Wei Li, Qian Du
:
Joint sparse and collaborative representation for target detection in hyperspectral imagery. WHISPERS 2014: 1-4 - [c66]Wei Li, Qian Du
, Fan Zhang, Wei Hu:
Collaborative representation based k-nearest neighbor classifier for hyperspectral imagery. WHISPERS 2014: 1-4 - [c65]Nam Hoai Ly, Qian Du
, James E. Fowler, Nicolas H. Younan:
Dimensionality reduction of hyperspectral imagery with sparse and collaborative graphs. WHISPERS 2014: 1-4 - [c64]Alex Sumarsono, Qian Du
:
Estimation of number of signal subspaces in hyperspectral imagery using low-rank subspace representation. WHISPERS 2014: 1-4 - 2013
- [j48]Lianru Gao, Bing Zhang, Xu Sun, Shanshan Li, Qian Du
, Changshan Wu
:
Optimized maximum noise fraction for dimensionality reduction of Chinese HJ-1A hyperspectral data. EURASIP J. Adv. Signal Process. 2013: 65 (2013) - [j47]Chenghai Yang, James H. Everitt, Qian Du
, Bin Luo, Jocelyn Chanussot:
Using High-Resolution Airborne and Satellite Imagery to Assess Crop Growth and Yield Variability for Precision Agriculture. Proc. IEEE 101(3): 582-592 (2013) - [j46]Nam Hoai Ly, Qian Du
, James E. Fowler:
Reconstruction From Random Projections of Hyperspectral Imagery With Spectral and Spatial Partitioning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-2): 466-472 (2013) - [j45]Lianru Gao, Qian Du
, Bing Zhang, Wei Yang, Yuanfeng Wu
:
A Comparative Study on Linear Regression-Based Noise Estimation for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-2): 488-498 (2013) - [j44]Christian Berger
, Michael Voltersen, Robert Eckardt
, Jonas Eberle, Thomas Heyer, Nesrin Salepci, Sören Hese, Christiane Schmullius, Junyi Tao, Stefan Auer, Richard Bamler, Ken Ewald, Michael G. Gartley, John Jacobson, Alan Buswell, Qian Du
, Fabio Pacifici:
Multi-Modal and Multi-Temporal Data Fusion: Outcome of the 2012 GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(3): 1324-1340 (2013) - [j43]Anish C. Turlapaty
, Qian Du
, Nicolas H. Younan:
A Partially Supervised Approach for Detection and Classification of Buried Radioactive Metal Targets Using Electromagnetic Induction Data. IEEE Trans. Geosci. Remote. Sens. 51(1): 108-121 (2013) - [c63]Hongjun Su, Peijun Du
, Qian Du
:
A novel endmember extraction method using modified maximum spectral screening. IGARSS 2013: 1015-1018 - [c62]Zhiling Long, Qian Du
, Nicolas H. Younan:
Multiscale spectral-spatial classification for hyperspectral imagery. IGARSS 2013: 1051-1054 - [c61]Wei Li, Qian Du
:
Unsupervised nearest regularized subspace for anomaly detection in hyperspectral imagery. IGARSS 2013: 1055-1058 - [c60]Ben Ma, Qian Du
:
Hyperspectral target detection with sparseness constraint. IGARSS 2013: 1059-1062 - [c59]Qian Du
, Deok Han, Nicolas H. Younan:
Combine labeled and unlabeled information for hyperspectral image classification. IGARSS 2013: 2581-2584 - [c58]Qian Du
, Ben Ma, Nareenart Raksuntorn
:
Improving the performance of sparse unmixing. WHISPERS 2013: 1-4 - [c57]Jianwei Gao, Qian Du
, Lianru Gao, Xu Sun, Yuanfeng Wu
, Bing Zhang:
Ant colony optimization for supervised and unsupervised hyperspectral band selection. WHISPERS 2013: 1-4 - [c56]Zhiling Long, Qian Du
, Nicolas H. Younan:
Multiscale spectral-spatial hyperspectral classification using Multilinear PCA and contourlet transform. WHISPERS 2013: 1-4 - [c55]Hongjun Su, Qian Du
, Peijun Du:
An optimized band selection scheme for hyperspectral imagery analysis. WHISPERS 2013: 1-4 - 2012
- [j42]Qian Du
:
A New Sequential Algorithm for Hyperspectral Endmember Extraction. IEEE Geosci. Remote. Sens. Lett. 9(4): 695-699 (2012) - [j41]Anish C. Turlapaty
, Balakrishna Gokaraju, Qian Du
, Nicolas H. Younan, James V. Aanstoos
:
A Hybrid Approach for Building Extraction From Spaceborne Multi-Angular Optical Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(1): 89-100 (2012) - [j40]Nathan Longbotham, Fabio Pacifici, Taylor C. Glenn, Alina Zare
, Michele Volpi
, Devis Tuia
, Emmanuel Christophe, Julien Michel
, Jordi Inglada
, Jocelyn Chanussot, Qian Du
:
Multi-Modal Change Detection, Application to the Detection of Flooded Areas: Outcome of the 2009-2010 Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(1): 331-342 (2012) - [j39]José M. Bioucas-Dias
, Antonio Plaza
, Nicolas Dobigeon
, Mario Parente, Qian Du
, Paul D. Gader, Jocelyn Chanussot:
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(2): 354-379 (2012) - [j38]He Yang, Qian Du
, Genshe Chen:
Particle Swarm Optimization-Based Hyperspectral Dimensionality Reduction for Urban Land Cover Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(2): 544-554 (2012) - [j37]James E. Fowler, Qian Du
:
Anomaly Detection and Reconstruction From Random Projections. IEEE Trans. Image Process. 21(1): 184-195 (2012) - [c54]Qian Du
, Nam Hoai Ly, James E. Fowler:
An operational approach for hyperspectral image compression. IGARSS 2012: 1357-1360 - [c53]Qian Du
, José M. Bioucas-Dias
, Antonio Plaza
:
Hyperspectral band selection using a collaborative sparse model. IGARSS 2012: 3054-3057 - [c52]Qian Du
:
A new method for change analysis of multi-temporal hyperspectral images. WHISPERS 2012: 1-4 - [c51]Lianru Gao, Qian Du
, Wei Yang, Bing Zhang:
A comparative study on noise estimation for hyperspectral imagery. WHISPERS 2012: 1-4 - [c50]Wei Li, Saurabh Prasad, James E. Fowler, Qian Du
:
Noise-adjusted subspace linear discriminant analysis for hyperspectral-image classification. WHISPERS 2012: 1-4 - [c49]Zhiling Long, Qian Du
, Nicolas H. Younan:
Hyperspectral classification using selected contourlet subbands. WHISPERS 2012: 1-4 - [c48]Ben Ma, Qian Du
:
Improvement of background characterization for hyperspectral target detection. WHISPERS 2012: 1-4 - [c47]Hongjun Su, Qian Du
, Peijun Du
:
Hyperspectral imagery visualization using band selection. WHISPERS 2012: 1-4 - [c46]Kun Tan
, Erzhu Li, Qian Du
, Peijun Du
:
Hyperspectral image classification using band selection and morphological profile. WHISPERS 2012: 1-4 - 2011
- [j36]He Yang, Qian Du
, Hongjun Su, Yehua Sheng:
An Efficient Method for Supervised Hyperspectral Band Selection. IEEE Geosci. Remote. Sens. Lett. 8(1): 138-142 (2011) - [j35]Wei Zhu, Qian Du
, James E. Fowler:
Multitemporal Hyperspectral Image Compression. IEEE Geosci. Remote. Sens. Lett. 8(3): 416-420 (2011) - [j34]Hongjun Su, He Yang, Qian Du
, Yehua Sheng:
Semisupervised Band Clustering for Dimensionality Reduction of Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 8(6): 1135-1139 (2011) - [j33]Antonio Plaza
, Qian Du
, Yang-Lang Chang, Roger L. King:
Foreword to the Special Issue on High Performance Computing in Earth Observation and Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(3): 503-507 (2011) - [j32]Antonio Plaza
, Qian Du
, Yang-Lang Chang, Roger L. King:
High Performance Computing for Hyperspectral Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(3): 528-544 (2011) - [j31]He Yang, Qian Du
, Genshe Chen:
Unsupervised Hyperspectral Band Selection Using Graphics Processing Units. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(3): 660-668 (2011) - [j30]Antonio Plaza
, Qian Du
, José M. Bioucas-Dias
, Xiuping Jia
, Fred A. Kruse:
Foreword to the Special Issue on Spectral Unmixing of Remotely Sensed Data. IEEE Trans. Geosci. Remote. Sens. 49(11): 4104-4111 (2011) - [c45]He Yang, Qian Du
:
Fast Band Selection for Hyperspectral Imagery. ICPADS 2011: 1048-1051 - [c44]Anish C. Turlapaty
, Qian Du
, Nicolas H. Younan:
Detection and classification of buried radioactive-metal objects using wideband EMI data. IGARSS 2011: 1115-1118 - [c43]Fabio Pacifici, Jocelyn Chanussot, Qian Du
:
2011 GRSS Data Fusion Contest: Exploiting WorldView-2 multi-angular acquisitions. IGARSS 2011: 1163-1166 - [c42]Qian Du
, James E. Fowler, Ben Ma:
Random-projection-based dimensionality reduction and decision fusion for hyperspectral target detection. IGARSS 2011: 1790-1793 - [c41]He Yang, Qian Du
:
Particle swarm optimization-based dimensionality reduction for hyperspectral image classification. IGARSS 2011: 2357-2360 - [c40]Chenghai Yang, John A. Goolsby, James H. Everitt, Qian Du
:
Applying spectral unmixing and support vector machine to airborne hyperspectral imagery for detecting giant reed. IGARSS 2011: 3664-3667 - [c39]Ivica Kopriva, Qian Du:
Tensor factorization and continous wavelet transform for model-free single-frame blind image deconvolution. ISPA 2011: 529-533 - [c38]Qian Du
, He Yang, Nicolas H. Younan:
Improved sequential endmember extraction algorithms. WHISPERS 2011: 1-4 - 2010
- [j29]Kui Liu, Qian Du
, He Yang, Ben Ma:
Optical Flow and Principal Component Analysis-Based Motion Detection in Outdoor Videos. EURASIP J. Adv. Signal Process. 2010 (2010) - [j28]Nareenart Raksuntorn
, Qian Du
:
Nonlinear Spectral Mixture Analysis for Hyperspectral Imagery in an Unknown Environment. IEEE Geosci. Remote. Sens. Lett. 7(4): 836-840 (2010) - [j27]He Yang, Qian Du
, Ben Ma:
Decision Fusion on Supervised and Unsupervised Classifiers for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 7(4): 875-879 (2010) - [j26]Shangshu Cai, Qian Du
, Robert J. Moorhead:
Feature-Driven Multilayer Visualization for Remotely Sensed Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 48(9): 3471-3481 (2010) - [c37]Kui Liu, He Yang, Ben Ma, Qian Du
:
A joint optical flow and principal component analysis approach for motion detection. ICASSP 2010: 1178-1181 - [c36]Qian Du
, James E. Fowler:
On the performance of random-projection-based dimensionality reduction for endmember extraction. IGARSS 2010: 1277-1280 - [c35]He Yang, Qian Du
, Ben Ma:
Weighted decision fusion for supervised and unsupervised hyperspectral image classification. IGARSS 2010: 3656-3659 - [c34]Qian Du
:
Virtual dimensionality estimation for hyperspectral imagery with a fractal-based method. WHISPERS 2010: 1-4 - [c33]Chenghai Yang, Qian Du
, James H. Everitt, John A. Goolsby, Nicolas H. Younan:
Spectral unmixing of airborne hyperspectral imagery for mapping giant reed infestations. WHISPERS 2010: 1-4
2000 – 2009
- 2009
- [j25]Qian Du
, Ivica Kopriva:
Dependent component analysis for blind restoration of images degraded by turbulent atmosphere. Neurocomputing 72(10-12): 2682-2692 (2009) - [j24]Qian Du
, Reza Nekovei:
Fast real-time onboard processing of hyperspectral imagery for detection and classification. J. Real Time Image Process. 4(3): 273-286 (2009) - [j23]Qian Du
, Wei Zhu, He Yang, James E. Fowler:
Segmented Principal Component Analysis for Parallel Compression of Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 6(4): 713-717 (2009) - [j22]Jian Li, Qian Du
, Caixin Sun:
An improved box-counting method for image fractal dimension estimation. Pattern Recognit. 42(11): 2460-2469 (2009) - [j21]Qian Du
, James E. Fowler, Wei Zhu:
On the Impact of Atmospheric Correction on Lossy Compression of Multispectral and Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 47(1-1): 130-132 (2009) - [c32]Antonio Plaza
, Qian Du
, Yang-Lang Chang:
High Performance Computing for Hyperspectral Image Analysis: Perspective and State-of-the-art. IGARSS (5) 2009: 72-75 - [c31]James E. Fowler, Qian Du
, Wei Zhu, Nicolas H. Younan:
Classification Performance of Random-projection-based Dimensionality Reduction of Hyperspectral Imagery. IGARSS (5) 2009: 76-79 - [c30]He Yang, Qian Du
:
Unsupervised Hyperspectral Band Selection using Parallel Processing. IGARSS (5) 2009: 80-83 - [c29]Nareenart Raksuntorn
, Qian Du
:
Nonlinear Mixture Analysis for Hyperspectral Imagery. IGARSS (3) 2009: 829-832 - [c28]He Yang, Ben Ma, Qian Du
:
Decision Fusion for Supervised and Unsupervised Hyperspectral Image Classification. IGARSS (4) 2009: 948-951 - [c27]Qian Du
, Liangpei Zhang, Nareenart Raksuntorn
:
Improving the quality of extracted endmembers. WHISPERS 2009: 1-4 - 2008
- [j20]Qian Du
, James E. Fowler:
Low-Complexity Principal Component Analysis for Hyperspectral Image Compression. Int. J. High Perform. Comput. Appl. 22(4): 438-448 (2008) - [j19]Qian Du
, Ivica Kopriva:
Automated Target Detection and Discrimination Using Constrained Kurtosis Maximization. IEEE Geosci. Remote. Sens. Lett. 5(1): 38-42 (2008) - [j18]Qian Du
, He Yang:
Similarity-Based Unsupervised Band Selection for Hyperspectral Image Analysis. IEEE Geosci. Remote. Sens. Lett. 5(4): 564-568 (2008) - [j17]Qian Du
, Wei Zhu, James E. Fowler:
Anomaly-Based JPEG2000 Compression of Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 5(4): 696-700 (2008) - [j16]Qian Du
, Nareenart Raksuntorn
, Shangshu Cai, Robert J. Moorhead II:
Color Display for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 46(6): 1858-1866 (2008) - [c26]Nareenart Raksuntorn
, Qian Du
:
A New Linear Mixture Model for Hyperspectral Image Analysis. IGARSS (3) 2008: 258-261 - [c25]Qian Du
, Wei Zhu, James E. Fowler:
Anomaly-Based Hyperspectral Image Compression. IGARSS (2) 2008: 974-977 - [c24]Jing Zhang, James E. Fowler, Qian Du
, Guizhong Liu:
Improvements to 3D-Tarp Coding for the Compression of Hyperspectral Imagery. IGARSS (2) 2008: 982-985 - [c23]He Yang, Qian Du
, Wei Zhu, Ioana Banicescu, James E. Fowler:
Parallel Data Compression for Hyperspectral Imagery. IGARSS (2) 2008: 986-989 - [c22]Qian Du
, Nicolas H. Younan:
Dimensionality Reduction and Linear Discriminant Analysis for Hyperspectral Image Classification. KES (3) 2008: 392-399 - 2007
- [j15]Qian Du
, James E. Fowler:
Hyperspectral Image Compression Using JPEG2000 and Principal Component Analysis. IEEE Geosci. Remote. Sens. Lett. 4(2): 201-205 (2007) - [j14]Qian Du
:
Modified Fisher's Linear Discriminant Analysis for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 4(4): 503-507 (2007) - [j13]Qian Du
, Nicolas H. Younan, Roger L. King, Vijay P. Shah
:
On the Performance Evaluation of Pan-Sharpening Techniques. IEEE Geosci. Remote. Sens. Lett. 4(4): 518-522 (2007) - [j12]Qian Du
:
Unsupervised real-time constrained linear discriminant analysis to hyperspectral image classification. Pattern Recognit. 40(5): 1510-1519 (2007) - [j11]Shangshu Cai, Qian Du
, Robert J. Moorhead:
Hyperspectral Imagery Visualization Using Double Layers. IEEE Trans. Geosci. Remote. Sens. 45(10): 3028-3036 (2007) - [c21]Qian Du
, He Yang:
Unsupervised band selection for hyperspectral image analysis. IGARSS 2007: 282-285 - [c20]Joseph B. Boettcher, Qian Du
, James E. Fowler:
Hyperspectral image compression with the 3D dual-tree wavelet transform. IGARSS 2007: 1033-1036 - [c19]Qian Du
, Wei Zhu, James E. Fowler:
Implementation of Low-Complexity Principal Component Analysis for Remotely Sensed Hyperspectral-Image Compression. SiPS 2007: 307-312 - 2006
- [c18]Qian Du
, Nareenart Raksuntorn
, Adnan Orduyilmaz
:
Restoration of Degraded Video Through Turbulent Atmosphere. ICIP 2006: 2009-2012 - [c17]Jian Li, Caixin Sun, Qian Du
:
A New Box-Counting Method for Estimation of Image Fractal Dimension. ICIP 2006: 3029-3032 - [c16]Shangshu Cai, Qian Du
, Robert J. Moorhead:
Remote Sensing Image Visualization Using Double Layers. IGARSS 2006: 249-252 - [c15]Qian Du
, Nareenart Raksuntorn
, Shangshu Cai, Nicolas H. Younan:
Color Representation and Classification for Hyperspectral Imagery. IGARSS 2006: 537-540 - [p1]Bharath Ramakrishna, Antonio Plaza
, Chein-I Chang, Hsuan Ren, Qian Du
, Chein-Chi Chang:
Spectral/Spatial Hyperspectral Image Compression. Hyperspectral Data Compression 2006: 309-346 - 2005
- [j10]Qian Du
, Reza Nekovei:
Implementation of real-time constrained linear discriminant analysis to remote sensing image classification. Pattern Recognit. 38(4): 459-471 (2005) - [c14]Qian Du
, Chenghai Yang, James H. Everitt:
Airborne hyperspectral image analysis for grain sorghum yield variability mapping. IGARSS 2005: 2991-2993 - [c13]Qian Du
, Oguz Gungor
, Jie Shan
:
Performance evaluation for pan-sharpening techniques. IGARSS 2005: 4264-4266 - [c12]Qian Du
, Ivica Kopriva, Harold Szu:
Investigation on constrained matrix factorization for hyperspectral image analysis. IGARSS 2005: 4304-4306 - [c11]Shangshu Cai, Qian Du
, Robert J. Moorhead, Mahnas Jean Mohammadi-Aragh
, Derek Irby:
Noise-Adjusted Principle Component Analysis For Hyperspectral Remotely Sensed Imagery Visualization. IEEE Visualization 2005: 105 - 2004
- [j9]Qian Du, Ivica Kopriva, Harold Szu:
Independent Component Analysis for Classifying Multispectral Images with Dimensionality Limitation. Int. J. Inf. Acquis. 1(3): 201-216 (2004) - [j8]Chein-I Chang, Qian Du
:
Estimation of number of spectrally distinct signal sources in hyperspectral imagery. IEEE Trans. Geosci. Remote. Sens. 42(3): 608-619 (2004) - [j7]Qian Du
, Chein-I Chang:
Linear mixture analysis-based compression for hyperspectral image analysis. IEEE Trans. Geosci. Remote. Sens. 42(4): 875-891 (2004) - [j6]Qian Du
, Chein-I Chang:
A signal-decomposed and interference-annihilated approach to hyperspectral target detection. IEEE Trans. Geosci. Remote. Sens. 42(4): 892-906 (2004) - [c10]Qian Du:
Realtime online data compression for hyperspectral imagery. IGARSS 2004: 2503-2505 - [c9]Qian Du:
Optimal linear unmixing for hyperspectral image analysis. IGARSS 2004: 3219-3221 - [c8]Qian Du, J. Victor French, Mani Skaria, Chenghai Yang, James H. Everitt:
Citrus pest stress monitoring using airborne hyperspectral imagery. IGARSS 2004: 3981-3984 - [c7]Ammarin Daranpob, Ni-Bin Chang, Mark Beaman, Qian Du, Chris Wyatt:
Optimal siting of hydrological monitoring stations with respect to remote sensing-based geo-environmental patterns. IGARSS 2004: 4873-4876 - 2003
- [j5]Qian Du
, Hsuan Ren:
Real-time constrained linear discriminant analysis to target detection and classification in hyperspectral imagery. Pattern Recognit. 36(1): 1-12 (2003) - [j4]Qian Du
, Hsuan Ren, Chein-I Chang:
A comparative study for orthogonal subspace projection and constrained energy minimization. IEEE Trans. Geosci. Remote. Sens. 41(6): 1525-1529 (2003) - [c6]Qian Du, Sumit Chakrarvarty:
Unsupervised hyperspectral image classification using blind source separation. ICASSP (3) 2003: 437-440 - [c5]Sumit Chakravarty, Qian Du, Hsuan Ren:
Adaptive Gaussian mixture estimation and its application to unsupervised classification of remotely sensed images. IGARSS 2003: 1796-1798 - 2002
- [c4]Qian Du, Hsuan Ren, Chein-I Chang:
A study between orthogonal subspace projection and generalized likelihood ratio test in hyperspectral image analysis. IGARSS 2002: 2575-2577 - [c3]Qian Du, Reza Nekovei:
Real-time VLSI architecture for hyperspectral image classification using the constrained linear discriminant algorithm. IGARSS 2002: 3384-3386 - [c2]Hsuan Ren, Qian Du, James O. Jensen:
Constrained weighted least squares approaches for target detection and classification in hyperspectral imagery. IGARSS 2002: 3426-3428 - 2001
- [j3]Qian Du
, Chein-I Chang:
A linear constrained distance-based discriminant analysis for hyperspectral image classification. Pattern Recognit. 34(2): 361-373 (2001)
1990 – 1999
- 1999
- [j2]Chein-I Chang, Qian Du:
Interference and noise-adjusted principal components analysis. IEEE Trans. Geosci. Remote. Sens. 37(5): 2387-2396 (1999) - [j1]Chein-I Chang, Qian Du, Tzu-Lung Sun, Mark L. G. Althouse:
A joint band prioritization and band-decorrelation approach to band selection for hyperspectral image classification. IEEE Trans. Geosci. Remote. Sens. 37(6): 2631-2641 (1999) - [c1]Qian Du, Chein-I Chang:
An interference rejection-based radial basis function neural network for hyperspectral image classification. IJCNN 1999: 2698-2703
Coauthor Index
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