Journal articles

Chong Mou (牟冲), Xintao Wang, Yanze Wu, Ying Shan, Jian Zhang (张健) (2024). Empowering Real-World Image Super-Resolution with Flexible Interactive Modulation!. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

Guan’an Wang, Xiaowen Huang, Shaogang Gong, Jian Zhang (张健), Wen Gao (2024). Faster Person Re-Identification: One-shot-Filter and Coarseto-Fine Search. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

Wenxue Cui, Xiaopeng Fan, Jian Zhang (张健), Debin Zhao (2023). Deep Unfolding Network for Image Compressed Sensing by Content-adaptive Gradient Updating and Deformation-invariant Non-local Modeling. IEEE Transactions on Multimedia (TMM).

Jiechong Song (宋皆充), Jian Zhang (张健) (2023). SODAS-Net: Side-Information-Aided Deep Adaptive Shrinkage Network for Compressive Sensing. IEEE Transactions on Instrumentation and Measurement (TIM).

Bin Chen (陈斌), Jiechong Song (宋皆充), Jingfen Xie (谢静芬), Jian Zhang (张健) (2023). Deep Physics-Guided Unrolling Generalization for Compressed Sensing. International Journal of Computer Vision (IJCV).

Dongjie Ye, Zhangkai Ni, Hanli Wang, Jian Zhang (张健), Shiwqi Wang, Sam Kwong (2023). CSformer: Bridging Convolution and Transformer for Compressive Sensing. IEEE Transactions on Image Processing (TIP).

Jianhui Chang (常建慧), Jian Zhang (张健), Jiguo Li, Shiqi Wang, Qi Mao, Chuanmin Jia, Siwei Ma, Wen Gao (2023). Semantic-aware Visual Decomposition for Image Coding. International Journal of Computer Vision (IJCV).

Yanmin Wu (吴艳敏), Yunzhou Zhang, Delong Zhu, Zhiqiang Deng, Wenkai Sun, Xin Chen, Jian Zhang (张健) (2023). An Object SLAM Framework for Association, Mapping, and High-Level Tasks. IEEE Transactions on Robotics (TRO).

Jiechong Song (宋皆充), Bin Chen (陈斌), Jian Zhang (张健) (2023). Dynamic Path-Controllable Deep Unfolding Network for Compressive Sensing. IEEE Transactions on Image Processing (TIP).

Yujie Hu (胡妤婕), Yinhuai Wang (王荫槐), Jian Zhang (张健) (2023). DEAR-GAN: Degradation-Aware Face Restoration with GAN Prior. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

Jiechong Song (宋皆充), Bin Chen (陈斌), Jian Zhang (张健) (2023). Deep Memory-Augmented Proximal Unrolling Network for Compressive Sensing. International Journal of Computer Vision (IJCV).

Jian Zhang (张健), Bin Chen (陈斌), Ruiqin Xiong, Yongbing Zhang (2023). Physics-Inspired Compressive Sensing: Beyond Deep Unrolling. IEEE Signal Processing Magazine (SPM).

Zihong Huang (黄姿鸿), Jian Zhang (张健) (2022). Contrastive Unfolding Deraining Network. IEEE Transactions on Neural Networks and Learning Systems (TNNLS).

Chong Mou (牟冲), Jian Zhang (张健) (2022). TransCL: Transformer Makes Strong and Flexible Compressive Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

Yuqing Liu, Qi Jia, Jian Zhang (张健), Xin Fan, Shanshe Wang, Siwei Ma, Wen Gao (2022). Hierarchical Similarity Learning for Aliasing Suppression Image Super-Resolution. IEEE Transactions on Neural Networks and Learning Systems (TNNLS).

Bin Chen (陈斌), Jian Zhang (张健) (2022). Content-aware Scalable Deep Compressed Sensing. IEEE Transactions on Image Processing (TIP).

Yusheng Tao, Jian Zhang (张健), Jiajing Hong, Yuesheng Zhu (2022). DREAMT: Diversity Enlarged Mutual Teaching for Unsupervised Domain Adaptive Person Re-Identiﬁcation. IEEE Transactions on Multimedia (TMM).

Xinhua Cheng (程鑫华), Mengxi Jia (贾梦溪), Qian Wang (王茜), Jian Zhang (张健) (2022). A Simple Visual-Textual Baseline for Pedestrian Attribute Recognition. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

Jingfen Xie (谢静芬), Jian Zhang (张健), Yongbing Zhang, Xiangyang Ji (2022). PUERT: Probabilistic Under-sampling and Explicable Reconstruction Network for CS-MRI. IEEE Journal of Selected Topics in Signal Processing (JSTSP).

Jian Zhang (张健), Zhenyu Zhang (张振宇), Jingfen Xie (谢静芬), Yongbing Zhang (2022). High-Throughput Deep Unfolding Network for Compressive Sensing MRI. IEEE Journal of Selected Topics in Signal Processing (JSTSP).

Jianhui Chang (常建慧), Zhenghui Zhao, Chuanmin Jia, Shiqi Wang, Lingbo Yang, Jian Zhang (张健), Siwei Ma (2022). Conceptual Compression via Deep Structure and Texture Synthesis. IEEE Transactions on Image Processing (TIP).

Mengxi Jia (贾梦溪), Xinhua Cheng (程鑫华), Shijian Lu, Jian Zhang (张健) (2022). Learning Disentangled Representation Implicitly via Transformer for Occluded Person Re-Identification. IEEE Transactions on Multimedia (TMM).

Di You (由迪), Jian Zhang (张健), Jingfen Xie (谢静芬), Bin Chen (陈斌), Siwei Ma (2021). COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing. IEEE Transactions on image Processing (TIP).

Yuqing Liu, Shiqi Wang, Jian Zhang (张健), Shanshe Wang, Siwei Ma, Wen Gao (2021). Iterative Network for Image Super-Resolution. IEEE Transactions on Multimedia (TMM).

Hangfan Liu, Jian Zhang (张健), Ruiqin Xiong (2021). CAS: Correlation Adaptive Sparse Modeling for Image Denoising. IEEE Transactions on Computational Imaging (TCI).

Chong Mou (牟冲), Jian Zhang (张健), Xiaopeng Fan, Hangfan Liu, Ronggang Wang (2021). COLA-Net: Collaborative Attention Network for Image Restoration. IEEE Transactions on Multimedia (TMM).

Jian Zhang (张健), Chen Zhao, Wen Gao (2020). Optimization-Inspired Compact Deep Compressive Sensing. IEEE Journal of Selected Topics in Signal Processing (JSTSP).

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Qilin Sun, Jian Zhang (张健), Xiong Dun, Bernard Ghanem, Yifan Peng, Wolfgang Heidrich (2020). End-to-end Learned, Optically Coded Super-resolution SPAD Camera. ACM Transactions on Graphics (TOG).

Xiang Zhang, Siwei Ma, Shiqi Wang, Jian Zhang (张健), Huifang Sun, Wen Gao (2019). Divisively Normalized Sparse Coding: Toward Perceptual Visual Signal Representation. IEEE Transactions on Cybernetics (TOC).

Zhao Wang, Shiqi Wang, Jian Zhang (张健), Shanshe Wang, Siwei Ma (2018). Probabilistic Decision Based Block Partitioning for Future Video Coding. IEEE Transactions on Image Processing (TIP).

Yuankai Qi, Lei Qin, Jian Zhang (张健), Shengping Zhang, Qingming Huang, Ming-Hsuan Yang (2018). Structure-aware Local Sparse Coding for Visual Tracking. IEEE Transactions on Image Processing (TIP).

Xiang Zhang, Jiarui Sun, Siwei Ma, Zhouchen Lin, Jian Zhang (张健), Shiqi Wang, Wen Gao (2018). Globally Variance-Constrained Sparse Representation and Its Application in Image Set Coding. IEEE Transactions on Image Processing (TIP).

Yongbing Zhang, Pengming Song, Jian Zhang (张健), Qionghai Dai (2017). Fourier Ptychographic Microscopy with Sparse Representation. Scientific reports (SR).

Yongbing Zhang, Yulun Zhang, Jian Zhang (张健), Dong Xu, Yun Fu, Yisen Wang, Xiangyang Ji, Qionghai Dai (2019). Collaborative Representation Cascade for Single-Image Super-Resolution. IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC).

Ruiqin Xiong, Jian Zhang (张健), Feng Wu, Jizheng Xu, Wen Gao (2017). Power Distortion Optimization for Uncoded Linear Transformed Transmission of Images and Videos. IEEE Transactions on Image Processing (TIP).

Chen Zhao, Jian Zhang (张健), Siwei Ma, Xiaopeng Fan, Yongbing Zhang, Wen Gao (2017). Reducing Image Compression Artifacts by Structural Sparse Representation and Quantization Constraint Prior. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

Chen Zhao, Siwei Ma, Jian Zhang (张健), Ruiqin Xiong, Wen Gao (2017). Video Compressive Sensing Reconstruction Via Reweighted Residual Sparsity. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

Zhao Wang, Shiqi Wang, Jian Zhang (张健), Siwei Ma (2017). Adaptive Progressive Motion Vector Resolution Selection Based on Rate-Distortion Optimization. IEEE Transactions on image Processing (TIP).

Ruiqin Xiong, Hangfan Liu, Xinfeng Zhang, Jian Zhang (张健), Siwei Ma, Feng Wu, Wen Gao (2016). Image Denoising via Bandwise Adaptive Modeling and Regularization Exploiting Nonlocal Similarity. IEEE Transactions on Image Processing (TIP).

Xinfeng Zhang, Ruiqin Xiong, Weisi Lin, Jian Zhang (张健), Shiqi Wang, Siwei Ma, Wen Gao (2017). Low-Rank-Based Nonlocal Adaptive Loop Filter for High-Efficiency Video Compression. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

Shiqi Wang, Xinfeng Zhang, Xianming Liu, Jian Zhang (张健), Siwei Ma, Wen Gao (2017). Utility-Driven Adaptive Preprocessing for Screen Content Video Compression. IEEE Transactions on Multimedia (TMM).

Siwei Ma, Xiang Zhang, Shiqi Wang, Jian Zhang (张健), Huifang Sun, Wen Gao (2017). Entropy of Primitive: From Sparse Representation to Visual Information Evaluation. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

Siwei Ma, Xinfeng Zhang, Jian Zhang (张健), Chuanmin Jia, Shiqi Wang, Wen Gao (2016). Nonlocal In-Loop Filter: The Way Toward Next-Generation Video Coding?. IEEE MultiMedia (MM).

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Yongbing Zhang, Yulun Zhang, Jian Zhang (张健), Qionghai Dai (2016). CCR: Clustering and Collaborative Representation for Fast Single Image Super-Resolution. IEEE Transactions on Multimedia (TMM).

Jian Zhang (张健), Ruiqin Xiong, Chen Zhao, Yongbing Zhang, Siwei Ma, Wen Gao (2016). CONCOLOR: Constrained Non-Convex Low-Rank Model for Image Deblocking. IEEE Transactions on Image Processing (TIP).

Jian Zhang (张健), Debin Zhao, Wen Gao (2014). Group-Based Sparse Representation for Image Restoration. IEEE Transactions on Image Processing (TIP).

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Jian Zhang (张健), Debin Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao (2014). Image Restoration Using Joint Statistical Modeling in a Space-Transform Domain. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

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Jian Zhang (张健), Chen Zhao, Debin Zhao, Wen Gao (2014). Image Compressive Sensing Recovery Using Adaptively Learned Sparsifying Basis via L0 Minimization. Signal Processing (SP).

Jian Zhang (张健), Debin Zhao, Chen Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao (2012). Image Compressive Sensing Recovery via Collaborative Sparsity. IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS).

Yongbing Zhang, Debin Zhao, Jian Zhang (张健), Ruiqin Xiong, Wen Gao (2011). Interpolation-Dependent Image Downsampling. IEEE Transactions on Image Processing (TIP).