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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：18/0  |  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：14/0  |  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：17/0  |  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：18/0  |  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：15/0  |  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：40/0  |  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  
CBREN: Convolutional Neural Networks for Constant Bit Rate Video Quality Enhancement 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 7, 页码: 4138-4149
作者:  Zhao, Hengrun;  Zheng, Bolun;  Yuan, Shanxin;  Zhang, Hua;  Yan, Chenggang;  Li, Liang;  Slabaugh, Gregory
收藏  |  浏览/下载：31/0  |  提交时间：2022/12/07
Image coding  Quantization (signal)  Streaming media  Bit rate  Image restoration  Transform coding  Video recording  Quality enhancement  CBR compressed video  dual-domain restoration  
Hierarchical BoW with segmental sparse coding for large scale image classification and retrieval 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 卷号: 77, 期号: 17, 页码: 22319-22338
作者:  Zhou, Jianshe;  Narentuya;  Tang, Sheng;  Liu, Jie
收藏  |  浏览/下载：78/0  |  提交时间：2019/12/10
Bag of words  Dictionary learning  Sparse coding  Image retrieval  Image classification  
Local Laplacian Coding From Theoretical Analysis of Local Coding Schemes for Locally Linear Classification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 12, 页码: 2937-2947
作者:  Pang, Junbiao;  Qin, Lei;  Zhang, Chunjie;  Zhang, Weigang;  Huang, Qingming;  Yin, Baocai
收藏  |  浏览/下载：48/0  |  提交时间：2019/12/13
Image classification  local coordinate coding (LCC)  local Gaussian coding (LGC)  local Laplacian coding (LPC)  local student coding (LSC)  locally linear classification  nonlinear approximation  
Novel intra prediction via position-dependent filtering 期刊论文
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2011, 卷号: 22, 期号: 8, 页码: 687-696
作者:  Zhang, Li;  Zhao, Xin;  Ma, Siwei;  Wang, Qiang;  Gao, Wen
收藏  |  浏览/下载：73/0  |  提交时间：2019/12/16
H.264  Image coding  Intra prediction  Interpolation filtering  Least square method  Mode-dependent directional transform (MDDT)  KTA  Singular value decomposition