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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

DenseNet with Orthogonal Kernel for Infrared and Visible Image Fusion - Xiaohan Jiang; Rencan Nie; Chengchao Wang; Xue Wang; Shishuang Yu (17th International Conference on Computational Intelligence and Security CIS 2021, Chengdu, China, November 19-22, 2021, 2021)

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

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

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

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

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

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

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

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

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

An Image Fusion Method Based on Weighted Nonnegative Matrix Factorization and Infrared Fidelity - Jie Liu; Rencan Nie; Yanglin Deng; Huaguang Li; Tianyu Mu (ICAIP 2020: 4th International Conference on Advances in Image Processing, Chengdu, China, 2020)

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

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

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

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

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

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

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

MRI and PET/SPECT fusion with pseudo spatial frequency in local laplacian filter domain - Lingyu Meng; Rencan Nie; Xiaopeng Guo; Min He; Kangjian He (Proceedings of the 8th International Conference on Informatics, Environment, Energy and Applications, IEEA 2019, Osaka, Japan, 2019)

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

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

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

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

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

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

259133682722411203023120932447246152223824402260322604127861 (Novel Method of Improved Low Rank Linear Regression) - Chuanbo Yu; Rencan Nie; Dongming Zhou; Fan Huang; Tingting Ding (3574531639264263118523398, 2018)

3246721512352703527326174338792461519982Dual-PCNN3034032418228061998221487352652080922270206873470121512 (Infrared and Visible Images Fusion Using Visual Saliency and Dual-PCNN) - Ruichao Hou; Dongming Zhou; Rencan Nie; Dong Liu; Xiaopeng Guo (3574531639264263118523398, 2018)

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

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

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

Convolutional Neural Network Based Multi-Focus Image Fusion - Huaguang Li; Rencan Nie; Dongming Zhou; Xiaopeng Guo (Proceedings of the 2018 2nd International Conference on Algorithms, Computing and Systems, ICACS 2018, Beijing, China, July 27-29, 2018, 2018)

Multi-focus Color Image Fusion Scheme Using NSST and Focus Region Detection - Ruichao Hou; Dongming Zhou; Rencan Nie; Dong Liu (Proceedings of the 3rd International Conference on Multimedia and Image Processing, ICMIP 2018, Guiyang, China, March 16-18, 2018, 2018)

Multi-Focus Image Fusion Using Cross Bilateral Filter in NSCT Domain - Dong Liu; Dongming Zhou; Rencan Nie; Ruichao Hou (Proceedings of the 3rd International Conference on Multimedia and Image Processing, ICMIP 2018, Guiyang, China, March 16-18, 2018, 2018)

Two-scale Image Fusion of Visible and Infrared Images Using Guided Filter - Xiaobei Wang; Rencan Nie; Xiaopeng Guo (Proceedings of the 7th International Conference on Informatics, Environment, Energy and Applications, IEEA 2018, Beijing, China, March 28-31, 2018, 2018)

Learning to Fuse Multi-Focus Image via Convolutional Network Modeling - Xiaopeng Guo; Liye Mei; Rencan Nie (Proceedings of the 7th International Conference on Informatics, Environment, Energy and Applications, IEEA 2018, Beijing, China, March 28-31, 2018, 2018)

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

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

22522201102528926222252892603137329233832261219982PCNN-SML30340222702068734701215123163927861 (Image Fusion Algorithm Using LP Transformation and PCNN-SML) - Quan Wang; Rencan Nie; Xin Jin; Dongming Zhou; Kangjian He; Jiefu Yu (3574531639264263118523398, 2016)

Analysis of Similarity/Dissimilarity of DNA Sequences Based on Pulse Coupled Neural Network - Xin Jin; Dongming Zhou; Shaowen Yao; Rencan Nie; Quan Wang; Kangjian He (Multi-disciplinary Trends in Artificial Intelligence - 10th International Workshop, MIWAI 2016, Chiang Mai, Thailand, December 7-9, 2016, Proceedings, 2016)

Color Image Fusion Researching Based on S-PCNN and Laplacian Pyramid - Xin Jin; Rencan Nie; Dongming Zhou; Jiefu Yu (Cloud Computing and Big Data - Second International Conference, CloudCom-Asia 2015, Huangshan, China, June 17-19, 2015, Revised Selected Papers, 2015)

A Salt and Pepper Noise Image Filtering Method Using PCNN - Rencan Nie; Shaowen Yao; Dongming Zhou; Xiang Li (Proceedings of The Eighth International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA 2013, HuangShan, China, July 12-14, 2013, 2013)

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

A New Algorithm for Finding the Shortest Path Tree Using Competitive Pulse Coupled Neural Network - Dongming Zhou; Rencan Nie; Dongfeng Zhao (Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 4th International Conference on Intelligent Computing, ICIC 2008, Shanghai, China, September 15-18, 2008, Proceedings, 2008)