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End-to-End Optimized Lossy Compression for Neural-Morphic Spiking Camera Captured Data 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 6, 页码: 6074-6086
作者:  Feng, Kexiang;  Jia, Chuanmin;  Pan, Jingshan;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Image coding  Cameras  Image reconstruction  Streams  Correlation  Redundancy  Visualization  Firing  Spatial resolution  Retina  Spike compression  spatio-temporal contextual compression  attention mechanism  end-to-end spike coding  
Screen Content-Aware Video Coding Through Non-Local Model Embedded With Intra-Inter In-Loop Filtering 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 2, 页码: 1870-1883
作者:  Li, Mingxuan;  Ji, Wen
收藏  |  浏览/下载：17/0  |  提交时间：2025/06/25
Encoding  Feature extraction  Computational modeling  Adaptation models  Visualization  Nonlinear distortion  Information filters  Deep learning  Standards  Image color analysis  Video coding  in-loop filtering  screen content  deep learning  high-efficiency video coding (HEVC)  
A Joint Visual Compression and Perception Framework for Neuromorphic Spiking Camera 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2025, 卷号: 34, 页码: 4343-4356
作者:  Feng, Kexiang;  Jia, Chuanmin;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Image coding  Cameras  Feature extraction  Encoding  Visualization  Distortion  Decoding  Binary sequences  Video compression  Vectors  Spike compression  visual intelligence  end-to-end spike coding  
Rate-Distortion-Complexity Optimized Framework for Multi-Model Image Compression 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2025, 卷号: 34, 页码: 5385-5399
作者:  Hang, Xinyu;  Ge, Ziqing;  Fan, Hongfei;  Jia, Chuanmin;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：12/0  |  提交时间：2025/12/03
Image coding  Codecs  Optimization  Complexity theory  Decoding  Distortion  Rate-distortion  Image reconstruction  Bit rate  Training  Lossy image compression  heuristic algorithm  rate-distortion-complexity optimization  
Rethinking Semantic Image Compression: Scalable Representation With Cross-Modality Transfer 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 8, 页码: 4441-4445
作者:  Zhang, Pingping;  Wang, Shiqi;  Wang, Meng;  Li, Jiguo;  Wang, Xu;  Kwong, Sam
收藏  |  浏览/下载：50/0  |  提交时间：2023/12/04
Semantic image compression  cross-modality  scalable coding  
Semantic-Aware Visual Decomposition for Image Coding 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2023, 页码: 23
作者:  Chang, Jianhui;  Zhang, Jian;  Li, Jiguo;  Wang, Shiqi;  Mao, Qi;  Jia, Chuanmin;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：49/0  |  提交时间：2023/12/04
Image coding  Semantic-aware visual decomposition  Structure-texture  Coherency regularization  Extremely low bitrate  
Deep Intra Prediction by Jointly Exploiting Local and Non-Local Similarities 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 5, 页码: 2396-2409
作者:  Lei, Meng;  Zhang, Jiaqi;  Wang, Shiqi;  Wang, Shanshe;  Ma, Siwei
收藏  |  浏览/下载：54/0  |  提交时间：2023/12/04
Correlation  Predictive models  Deep learning  Video coding  Image reconstruction  Encoding  Convolutional neural networks  Intra prediction  attention mechanism  template matching  non-local operation  
Viewpoint-Adaptive Representation Disentanglement Network for Change Captioning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 2620-2635
作者:  Tu, Yunbin;  Li, Liang;  Su, Li;  Du, Junping;  Lu, Ke;  Huang, Qingming
收藏  |  浏览/下载：54/0  |  提交时间：2023/12/04
Task analysis  Image coding  Adaptation models  Encoding  Computer science  Transformers  Semantics  Change captioning  representation disentanglement  viewpoint-adaptive  position-embedded representation learning  
Learned Image Compression Using Cross-Component Attention Mechanism 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 5478-5493
作者:  Duan, Wenhong;  Chang, Zheng;  Jia, Chuanmin;  Wang, Shanshe;  Ma, Siwei;  Song, Li;  Gao, Wen
收藏  |  浏览/下载：58/0  |  提交时间：2023/12/04
Image coding  Context modeling  Transforms  Decoding  Standards  Image reconstruction  Transform coding  Image compression  cross-component  information-guided unit  attention mechanism  information-preserving  
An Efficient Deep Learning Accelerator Architecture for Compressed Video Analysis 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 9, 页码: 2808-2820
作者:  Wang, Yongchen;  Wang, Ying;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：72/0  |  提交时间：2022/12/07
Streaming media  Neural networks  Image coding  Decoding  Metadata  Deep learning  Hardware  Neural network acceleration  specialized accelerator  video analysis