A nested self-supervised learning framework for 3-D semantic segmentation-driven multi-modal medical image fusion. - Zhang, Ying; Nie, Rencan; Cao, Jinde; Ma, Chaozhen; Tan, Mingchuan (Biomed. Signal Process. Control., 2025)

MSL-CCRN: Multi-stage self-supervised learning based cross-modality contrastive representation network for infrared and visible image fusion. - Yan, Zhilin; Nie, Rencan; Cao, Jinde; Xie, Guangxu; Ding, Zhengze (Digit. Signal Process., 2025)

AFDFusion: An adaptive frequency decoupling fusion network for multi-modality image. - Wang, Chengchao; Zhao, Zhengpeng; Yang, Qiuxia; Nie, Rencan; Cao, Jinde; Pu, Yuanyuan (Expert Syst. Appl., 2025)

WAE-TLDN: self-supervised fusion for multimodal medical images via a weighted autoencoder and a tensor low-rank decomposition network. - Pan, Linna; Nie, Rencan; Zhang, Gucheng; Cao, Jinde; Han, Yao (Appl. Intell., 2024)

Towards diverse image-to-image translation via adaptive normalization layer and contrast learning. - Zhang, Heng; Pu, Yuanyuan; Zhao, Zhengpeng; Li, Yupan; Li, Xin; Nie, Rencan (Comput. Graph., 2024)

Focus-aware and deep restoration network with transformer for multi-focus image fusion. - Wang, Changcheng; Yan, Kaixiang; Zang, Yongsheng; Zhou, Dongming; Nie, Rencan (Digit. Signal Process., 2024)

A multi-directional fractional-order variation with luminance term for infrared and visible image fusion. - Ma, Chaozhen; Ding, Hongwei; Nie, Rencan; Zhang, Ying; Cao, Jinde (Digit. Signal Process., 2024)

MADMFuse: A multi-attribute diffusion model to fuse infrared and visible images. - Xu, Hang; Nie, Rencan; Cao, Jinde; Tan, Mingchuan; Ding, Zhengze (Digit. Signal Process., 2024)

FCLFusion: A frequency-aware and collaborative learning for infrared and visible image fusion. - Wang, Chengchao; Pu, Yuanyuan; Zhao, Zhengpeng; Nie, Rencan; Cao, Jinde; Xu, Dan (Eng. Appl. Artif. Intell., 2024)

Robust multi-focus image fusion using focus property detection and deep image matting. - Wang, Changcheng; Zang, Yongsheng; Zhou, Dongming; Mei, Jiatian; Nie, Rencan; Zhou, Lifen (Expert Syst. Appl., 2024)

LRFE-CL: A self-supervised fusion network for infrared and visible image via low redundancy feature extraction and contrastive learning. - Li, Jintao; Nie, Rencan; Cao, Jinde; Xie, Guangxu; Ding, Zhengze (Expert Syst. Appl., 2024)

IMQFusion: Infrared and visible image fusion via implicit multi-resolution preservation and query aggregation. - Xu, Hang; Nie, Rencan; Cao, Jinde; Xie, Guangxu; Ding, Zhengze (Expert Syst. Appl., 2024)

DFG-HCEN: A distinctive-feature guided and hierarchical channel enhanced network-based infrared and visible image fusion. - Gao, Lingna; Nie, Rencan; Cao, Jinde; Zhang, Gucheng (Image Vis. Comput., 2024)

S2CANet: A self-supervised infrared and visible image fusion based on co-attention network. - Li, Dongyang; Nie, Rencan; Cao, Jinde; Zhang, Gucheng; Jin, Biaojian (Signal Process. Image Commun., 2024)

Multi-Interactive Enhanced for Defocus Blur Estimation. - Li, Huaguang; Qian, Wenhua; Cao, Jinde; Nie, Rencan; Liu, Peng; Xu, Dan (IEEE Trans. Computational Imaging, 2024)

A Deep Multiresolution Representation Framework for Pansharpening. - Xie, Guangxu; Nie, Rencan; Cao, Jinde; Li, He; Li, Jintao (IEEE Trans. Geosci. Remote. Sens., 2024)

SS-SSAN: a self-supervised subspace attentional network for multi-modal medical image fusion. - Zhang, Ying; Nie, Rencan; Cao, Jinde; Ma, Chaozhen; Wang, Chengchao (Artif. Intell. Rev., 2023)

Generate adversarial examples by adaptive moment iterative fast gradient sign method. - Zhang, Jiebao; Qian, Wenhua; Nie, Rencan; Cao, Jinde; Xu, Dan (Appl. Intell., 2023)

Multi-level difference information replenishment for medical image fusion. - Chen, Luping; Wang, Xue; Zhu, Ya; Nie, Rencan (Appl. Intell., 2023)

Siamese conditional generative adversarial network for multi-focus image fusion. - Li, Huaguang; Qian, Wenhua; Nie, Rencan; Cao, Jinde; Xu, Dan (Appl. Intell., 2023)

Green fluorescent protein and phase contrast image fusion via Spectral TV filter-based decomposition. - Liu, Yanyu; Zhou, Dongming; Nie, Rencan; Hou, Ruichao; Ding, Zhaisheng; Xia, Weidai; Li, Miao (Biomed. Signal Process. Control., 2023)

FDGNet: A pair feature difference guided network for multimodal medical image fusion. - Zhang, Gucheng; Nie, Rencan; Cao, Jinde; Chen, Luping; Zhu, Ya (Biomed. Signal Process. Control., 2023)

IE-CFRN: Information exchange-based collaborative feature representation network for multi-modal medical image fusion. - Han, Yao; Nie, Rencan; Cao, Jinde; Liang, Shu; Pan, Linna (Biomed. Signal Process. Control., 2023)

Self-Supervised Fusion for Multi-Modal Medical Images via Contrastive Auto-Encoding and Convolutional Information Exchange. - Zhang, Ying; Nie, Rencan; Cao, Jinde; Ma, Chaozhen (IEEE Comput. Intell. Mag., 2023)

EDAfuse: A encoder-decoder with atrous spatial pyramid network for infrared and visible image fusion. - Nie, Cairen; Zhou, Dongming; Nie, Rencan (IET Image Process., 2023)

GAGCN: Generative adversarial graph convolutional network for non-homogeneous texture extension synthesis. - Xie, Shasha; Qian, Wenhua; Nie, Rencan; Xu, Dan; Cao, Jinde (IET Image Process., 2023)

MCNN: Conditional focus probability learning to multi-focus image fusion via mutually coupled neural network. - Wang, Chengchao; Pu, Yuanyuan; Wang, Xue; Ma, Chaozhen; Nie, Rencan (IET Image Process., 2023)

An interactive deep model combined with Retinex for low-light visible and infrared image fusion. - Wang, Changcheng; Zang, Yongsheng; Zhou, Dongming; Nie, Rencan; Mei, Jiatian (Neural Comput. Appl., 2023)

Image-Text Sentiment Analysis Via Context Guided Adaptive Fine-Tuning Transformer. - Xiao, Xingwang; Pu, Yuanyuan; Zhao, Zhengpeng; Nie, Rencan; Xu, Dan; Qian, Wenhua; Wu, Hao (Neural Process. Lett., 2023)

MPEFNet: Multilevel Progressive Enhancement Fusion Network for Pansharpening. - Li, He; Nie, Rencan; Cao, Jinde; Jin, Biaojian; Han, Yao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

A Fractional-Order Variation With a Novel Norm to Fuse Infrared and Visible Images. - Ma, Chaozhen; Nie, Rencan; Ding, Hongwei; Cao, Jinde; Mei, Jiatian (IEEE Trans. Instrum. Meas., 2023)

An Improved Hybrid Network With a Transformer Module for Medical Image Fusion. - Liu, Yanyu; Zang, Yongsheng; Zhou, Dongming; Cao, Jinde; Nie, Rencan; Hou, Ruichao; Ding, Zhaisheng; Mei, Jiatian (IEEE J. Biomed. Health Informatics, 2023)

Unpaired Artistic Portrait Style Transfer via Asymmetric Double-Stream GAN. - Kong, Fanmin; Pu, Yuanyuan; Lee, Ivan; Nie, Rencan; Zhao, Zhengpeng; Xu, Dan; Qian, Wenhua; Liang, Hong (IEEE Trans. Neural Networks Learn. Syst., 2023)

NCDCN: multi-focus image fusion via nest connection and dilated convolution network. - Guan, Zheng; Wang, Xue; Nie, Rencan; Yu, Shishuang; Wang, Chengchao (Appl. Intell., 2022)

FCF: Feature complement fusion network for detecting COVID-19 through CT scan images. - Liang, Shu; Nie, Rencan; Cao, Jinde; Wang, Xue; Zhang, Gucheng (Appl. Soft Comput., 2022)

Dual Position Relationship Transformer for Image Captioning. - Wang, Yaohan; Qian, Wenhua; Nie, Rencan; Xu, Dan; Cao, Jinde; Kim, Pyoungwon (Big Data, 2022)

TSE_Fuse: Two stage enhancement method using attention mechanism and feature-linking model for infrared and visible image fusion. - Liu, Yanyu; Zhou, Dongming; Nie, Rencan; Ding, Zhaisheng; Guo, Yanbu; Ruan, Xiaoli; Xia, Weidai; Hou, Ruichao (Digit. Signal Process., 2022)

SSL-WAEIE: Self-Supervised Learning With Weighted Auto-Encoding and Information Exchange for Infrared and Visible Image Fusion. - Zhang, Gucheng; Nie, Rencan; Cao, Jinde (IEEE CAA J. Autom. Sinica, 2022)

LineGAN: An image colourisation method combined with a line art network. - Lv, Dahua; Pu, Yuanyuan; Nie, Rencan (IET Comput. Vis., 2022)

Trident-YOLO: Improving the precision and speed of mobile device object detection. - Wang, Guanbo; Ding, Hongwei; Li, Bo; Nie, Rencan; Zhao, Yifan (IET Image Process., 2022)

CEFusion: Multi-Modal medical image fusion via cross encoder. - Zhu, Ya; Wang, Xue; Chen, Luping; Nie, Rencan (IET Image Process., 2022)

IGNFusion: An Unsupervised Information Gate Network for Multimodal Medical Image Fusion. - Wang, Chengchao; Nie, Rencan; Cao, Jinde; Wang, Xue; Zhang, Ying (IEEE J. Sel. Top. Signal Process., 2022)

Gated residual neural networks with self-normalization for translation initiation site recognition. - Guo, Yanbu; Zhou, Dongming; Cao, Jinde; Nie, Rencan; Ruan, Xiaoli; Liu, Yanyu (Knowl. Based Syst., 2022)

RGB-D mutual guidance for semi-supervised defocus blur detection. - Li, Huaguang; Qian, Wenhua; Nie, Rencan; Cao, Jinde; Liu, Peng; Xu, Dan (Knowl. Based Syst., 2022)

DPAFNet: A Multistage Dense-Parallel Attention Fusion Network for Pansharpening. - Yang, Xiaofei; Nie, Rencan; Zhang, Gucheng; Chen, Luping; Li, He (Remote. Sens., 2022)

Preference Learning to Multifocus Image Fusion via Generative Adversarial Network. - He, Min; Yu, Shishuang; Nie, Rencan; Wang, Chengchao (IEEE Trans. Cogn. Dev. Syst., 2022)

Asymmetric Global-Local Mutual Integration Network for RGBT Tracking. - Mei, Jiatian; Liu, Yanyu; Wang, Changcheng; Zhou, Dongming; Nie, Rencan; Cao, Jinde (IEEE Trans. Instrum. Meas., 2022)

A Total Variation With Joint Norms For Infrared and Visible Image Fusion. - Nie, Rencan; Ma, Chaozhen; Cao, Jinde; Ding, Hongwei; Zhou, Dongming (IEEE Trans. Multim., 2022)

Effective Collaborative Representation Learning for Multilabel Text Categorization. - Wu, Hao; Qin, Shaowei; Nie, Rencan; Cao, Jinde; Gorbachev, Sergey (IEEE Trans. Neural Networks Learn. Syst., 2022)

AEMS: an attention enhancement network of modules stacking for lowlight image enhancement. - Li, Miao; Zhao, Li; Zhou, Dongming; Nie, Rencan; Liu, Yanyu; Wei, Yixue (Vis. Comput., 2022)

Exploring Adversarial Examples and Adversarial Robustness of Convolutional Neural Networks by Mutual Information. - Zhang, Jiebao; Qian, Wenhua; Nie, Rencan; Cao, Jinde; Xu, Dan (CoRR, 2022)

LP-BFGS attack: An adversarial attack based on the Hessian with limited pixels. - Zhang, Jiebao; Qian, Wenhua; Nie, Rencan; Cao, Jinde; Xu, Dan (CoRR, 2022)

Identifying polyadenylation signals with biological embedding via self-attentive gated convolutional highway networks. - Guo, Yanbu; Zhou, Dongming; Li, Weihua; Cao, Jinde; Nie, Rencan; Xiong, Lei; Ruan, Xiaoli (Appl. Soft Comput., 2021)

Multi-modal image synthesis combining content-style adaptive normalization and attentive normalization. - Zhang, Heng; Pu, Yuanyuan; Nie, Rencan; Xu, Dan; Zhao, Zhengpeng; Qian, Wenhua (Comput. Graph., 2021)

AMBCR: Low-light image enhancement via attention guided multi-branch construction and Retinex theory. - Li, Miao; Zhou, Dongming; Nie, Rencan; Xie, Shidong; Liu, Yanyu (IET Image Process., 2021)

Multimodal medical image fusion based on the spectral total variation and local structural patch measurement. - Liu, Yanyu; Hou, Ruichao; Zhou, Dongming; Nie, Rencan; Ding, Zhaisheng; Guo, Yanbu; Zhao, Li (Int. J. Imaging Syst. Technol., 2021)

Multi-Source Information Exchange Encoding With PCNN for Medical Image Fusion. - Nie, Rencan; Cao, Jinde; Zhou, Dongming; Qian, Wenhua (IEEE Trans. Circuits Syst. Video Technol., 2021)

UFA-FUSE: A Novel Deep Supervised and Hybrid Model for Multifocus Image Fusion. - Zang, Yongsheng; Zhou, Dongming; Wang, Changcheng; Nie, Rencan; Guo, Yanbu (IEEE Trans. Instrum. Meas., 2021)

Virtual Try-on Network With Attribute Transformation and Local Rendering. - Xu, Jun; Pu, Yuanyuan; Nie, Rencan; Xu, Dan; Zhao, Zhengpeng; Qian, Wenhua (IEEE Trans. Multim., 2021)

DenseNet with Orthogonal Kernel for Infrared and Visible Image Fusion. - Jiang, Xiaohan; Nie, Rencan; Wang, Chengchao; Wang, Xue; Yu, Shishuang (2021)

UFA-FUSE: A novel deep supervised and hybrid model for multi-focus image fusion. - Zang, Yongsheng; Zhou, Dongming; Wang, Changcheng; Nie, Rencan; Guo, Yanbu (CoRR, 2021)

Robust spiking cortical model and total-variational decomposition for multimodal medical image fusion. - Liu, Yanyu; Zhou, Dongming; Nie, Rencan; Hou, Ruichao; Ding, Zhaisheng; Guo, Yanbu; Zhou, Jinwei (Biomed. Signal Process. Control., 2020)

Construction of high dynamic range image based on gradient information transformation. - Liu, Yanyu; Zhou, Dongming; Nie, Rencan; Hou, Ruichao; Ding, Zhaisheng (IET Image Process., 2020)

DeepANF: A deep attentive neural framework with distributed representation for chromatin accessibility prediction. - Guo, Yanbu; Zhou, Dongming; Nie, Rencan; Ruan, Xiaoli; Li, Weihua (Neurocomputing, 2020)

CNN-Based Embroidery Style Rendering. - Qian, Wenhua; Cao, Jinde; Xu, Dan; Nie, Rencan; Guan, Zheng; Zheng, Rui (Int. J. Pattern Recognit. Artif. Intell., 2020)

Deep model with neighborhood-awareness for text tagging. - Qin, Shaowei; Wu, Hao; Nie, Rencan; He, Jun (Knowl. Based Syst., 2020)

Attentive gated neural networks for identifying chromatin accessibility. - Guo, Yanbu; Zhou, Dongming; Li, Weihua; Nie, Rencan; Hou, Ruichao; Zhou, Chengli (Neural Comput. Appl., 2020)

Effective metric learning with co-occurrence embedding for collaborative recommendations. - Wu, Hao; Zhou, Qimin; Nie, Rencan; Cao, Jinde (Neural Networks, 2020)

VIF-Net: An Unsupervised Framework for Infrared and Visible Image Fusion. - Hou, Ruichao; Zhou, Dongming; Nie, Rencan; Liu, Dong; Xiong, Lei; Guo, Yanbu; Yu, Chuanbo (IEEE Trans. Computational Imaging, 2020)

An Image Fusion Method Based on Weighted Nonnegative Matrix Factorization and Infrared Fidelity. - Liu, Jie; Nie, Rencan; Deng, Yanglin; Li, Huaguang; Mu, Tianyu (2020)

Pulse coupled neural network based MRI image enhancement using classical visual receptive field for smarter mobile healthcare. - Nie, Rencan; He, Min; Cao, Jinde; Zhou, Dongming; Liang, Zifei (J. Ambient Intell. Humaniz. Comput., 2019)

Brain CT and MRI medical image fusion using convolutional neural networks and a dual-channel spiking cortical model. - Hou, Ruichao; Zhou, Dongming; Nie, Rencan; Liu, Dong; Ruan, Xiaoli (Medical Biol. Eng. Comput., 2019)

Prediction of apoptosis protein subcellular location based on position-specific scoring matrix and isometric mapping algorithm. - Ruan, Xiaoli; Zhou, Dongming; Nie, Rencan; Hou, Ruichao; Cao, Zicheng (Medical Biol. Eng. Comput., 2019)

Analysis of pulse period for passive neuron in pulse coupled neural network. - Nie, Rencan; Cao, Jinde; Zhou, Dongming; Qian, Wenhua (Math. Comput. Simul., 2019)

Infrared and visible images fusion using visual saliency and optimized spiking cortical model in non-subsampled shearlet transform domain. - Hou, Ruichao; Nie, Rencan; Zhou, Dongming; Cao, Jinde; Liu, Dong (Multim. Tools Appl., 2019)

Multi-focus image fusion combining focus-region-level partition and pulse-coupled neural network. - He, Kangjian; Zhou, Dongming; Zhang, Xuejie; Nie, Rencan; Jin, Xin (Soft Comput., 2019)

FuseGAN: Learning to Fuse Multi-Focus Image via Conditional Generative Adversarial Network. - Guo, Xiaopeng; Nie, Rencan; Cao, Jinde; Zhou, Dongming; Mei, Liye; He, Kangjian (IEEE Trans. Multim., 2019)

MRI and PET/SPECT fusion with pseudo spatial frequency in local laplacian filter domain. - Meng, Lingyu; Nie, Rencan; Guo, Xiaopeng; He, Min; He, Kangjian (2019)

A Color Multi-Exposure Image Fusion Approach Using Structural Patch Decomposition. - Huang, Fan; Zhou, Dongming; Nie, Rencan; Yu, Chuanbo (IEEE Access, 2018)

Multi-focus: Focused region finding and multi-scale transform for image fusion. - He, Kangjian; Zhou, Dongming; Zhang, Xuejie; Nie, Rencan (Neurocomputing, 2018)

A Regularized Locality Projection-Based Sparsity Discriminant Analysis for Face Recognition. - Yu, Chuanbo; Nie, Rencan; Zhou, Dongming (Int. J. Pattern Recognit. Artif. Intell., 2018)

Synthesis of exemplar textures by self-similarity matching. - Qian, Wenhua; Cao, Jinde; Xu, Dan; Nie, Rencan; Guan, Zheng (J. Electronic Imaging, 2018)

Infrared and visible image fusion based on convolutional neural network model and saliency detection via hybrid l0-l1 layer decomposition. - Liu, Dong; Zhou, Dongming; Nie, Rencan; Hou, Ruichao (J. Electronic Imaging, 2018)

Infrared and Visible Image Fusion Combining Interesting Region Detection and Nonsubsampled Contourlet Transform. - He, Kangjian; Zhou, Dongming; Zhang, Xuejie; Nie, Rencan (J. Sensors, 2018)

改进型低秩线性回归新方法 (Novel Method of Improved Low Rank Linear Regression). - Yu, Chuanbo; Nie, Rencan; Zhou, Dongming; Huang, Fan; Ding, Tingting (计算机科学, 2018)

结合视觉显著性与Dual-PCNN的红外与可见光图像融合 (Infrared and Visible Images Fusion Using Visual Saliency and Dual-PCNN). - Hou, Ruichao; Zhou, Dongming; Nie, Rencan; Liu, Dong; Guo, Xiaopeng (计算机科学, 2018)

A lightweight scheme for multi-focus image fusion. - Jin, Xin; Hou, Jingyu; Nie, Rencan; Yao, Shaowen; Zhou, Dongming; Jiang, Qian; He, Kangjian (Multim. Tools Appl., 2018)

Fully Convolutional Network-Based Multifocus Image Fusion. - Guo, Xiaopeng; Nie, Rencan; Cao, Jinde; Zhou, Dongming; Qian, Wenhua (Neural Comput., 2018)

Multi-focus image fusion method using S-PCNN optimized by particle swarm optimization. - Jin, Xin; Zhou, Dongming; Yao, Shaowen; Nie, Rencan; Jiang, Qian; He, Kangjian; Wang, Quan (Soft Comput., 2018)

Convolutional Neural Network Based Multi-Focus Image Fusion. - Li, Huaguang; Nie, Rencan; Zhou, Dongming; Guo, Xiaopeng (2018)

Multi-focus Color Image Fusion Scheme Using NSST and Focus Region Detection. - Hou, Ruichao; Zhou, Dongming; Nie, Rencan; Liu, Dong (2018)

Multi-Focus Image Fusion Using Cross Bilateral Filter in NSCT Domain. - Liu, Dong; Zhou, Dongming; Nie, Rencan; Hou, Ruichao (2018)

Two-scale Image Fusion of Visible and Infrared Images Using Guided Filter. - Wang, Xiaobei; Nie, Rencan; Guo, Xiaopeng (2018)

Learning to Fuse Multi-Focus Image via Convolutional Network Modeling. - Guo, Xiaopeng; Mei, Liye; Nie, Rencan (2018)

Facial Feature Extraction Using Frequency Map Series in PCNN. - Nie, Rencan; Zhou, Dongming; He, Min; Jin, Xin; Yu, Jiefu (J. Sensors, 2016)

Multifocus Color Image Fusion Based on NSST and PCNN. - Jin, Xin; Nie, Rencan; Zhou, Dongming; Wang, Quan; He, Kangjian (J. Sensors, 2016)

基于拉普拉斯金字塔与PCNN-SML的图像融合算法 (Image Fusion Algorithm Using LP Transformation and PCNN-SML). - Wang, Quan; Nie, Rencan; Jin, Xin; Zhou, Dongming; He, Kangjian; Yu, Jiefu (计算机科学, 2016)

Analysis of Similarity/Dissimilarity of DNA Sequences Based on Pulse Coupled Neural Network. - Jin, Xin; Zhou, Dongming; Yao, Shaowen; Nie, Rencan; Wang, Quan; He, Kangjian (2016)

Color Image Fusion Researching Based on S-PCNN and Laplacian Pyramid. - Jin, Xin; Nie, Rencan; Zhou, Dongming; Yu, Jiefu (2015)

A Salt and Pepper Noise Image Filtering Method Using PCNN. - Nie, Rencan; Yao, Shaowen; Zhou, Dongming; Li, Xiang (2013)

Analysis of autowave characteristics for competitive pulse coupled neural network and its application. - Zhou, Dongming; Nie, Rencan; Zhao, Dongfeng (Neurocomputing, 2009)

A New Algorithm for Finding the Shortest Path Tree Using Competitive Pulse Coupled Neural Network. - Zhou, Dongming; Nie, Rencan; Zhao, Dongfeng (2008)