Siwei Ma

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 353

Top Venues

CoRR

DCC

IEEE Trans. Circuits Syst. Video Technol.

ICIP

Publications

Qi Mao, Tinghan Yang, Yinuo Zhang, Zijian Wang, Meng Wang, Shiqi Wang, Libiao Jin, Siwei Ma
Extreme Image Compression Using Fine-tuned VQGANs. DCC (2024)
Kai Li, Jie Yang, Siwei Ma, Bo Wang, Shanshe Wang, Yingjie Tian, Zhiquan Qi
Rethinking Lightweight Convolutional Neural Networks for Efficient and High-Quality Pavement Crack Detection. IEEE Trans. Intell. Transp. Syst. 25 (1) (2024)
Junlong Gao, Chuanmin Jia, Zhimeng Huang, Shanshe Wang, Siwei Ma, Wen Gao
Rate-Distortion Optimized Cross Modal Compression With Multiple Domains. IEEE Trans. Circuits Syst. Video Technol. 34 (8) (2024)
Hongyue Huang, Xilong Zhou, Hongbo Ning, Haopeng Lu, Qi Zhang, Yanpeng Liang, Wanjun Lyu, Chuanmin Jia, Xinfeng Zhang, Liuxin Zhang, Siwei Ma
Low-Complexity 3D-Vision Conferencing System based on Accelerated RIFE Model. PCS (2024)
Hang Yuan, Wei Gao, Siwei Ma, Yiqiang Yan
Divide-and-conquer-based RDO-free CU Partitioning for 8K Video Compression. ACM Trans. Multim. Comput. Commun. Appl. 20 (4) (2024)
Kan Zheng, Jie Mei, Haojun Yang, Lu Hou, Siwei Ma
Digital Retina for IoV Towards 6G: Architecture, Opportunities, and Challenges. CoRR (2024)
Shuhong Liao, Chuanmin Jia, Hongfei Fan, Jingwen Yan, Siwei Ma
Rate-Quality Based Rate Control Model for Neural Video Compression. ICASSP (2024)
Xiaoli Zhang, Liying Wang, Libo Zhao, Xiongfei Li, Siwei Ma
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image Fusion. CoRR (2024)
Junlong Gao, Jiguo Li, Chuanmin Jia, Shanshe Wang, Siwei Ma, Wen Gao
Cross Modal Compression With Variable Rate Prompt. IEEE Trans. Multim. 26 (2024)
Shuai Huo, Dong Liu, Haotian Zhang, Li Li, Siwei Ma, Feng Wu, Wen Gao
Towards Hybrid-Optimization Video Coding. ACM Comput. Surv. 56 (9) (2024)
Kan Zheng, Jie Mei, Haojun Yang, Lu Hou, Siwei Ma
Digital Retina for IoV Towards 6G: Architecture, Opportunities, and Challenges. IEEE Netw. 38 (2) (2024)
Yuhuai Zhang, Huiwen Ren, Xin Liu, Lu Zhao, Shiqi Wang, Siwei Ma
Decoder-side Secondary Transform Derivation for Video Coding beyond AVS3. DCC (2024)
Yilin Guo, Jianhui Chang, Yuhuai Zhang, Jian Zhang, Siwei Ma
Image Encryption and Compression Based on Reversed Diffusion Model. PCS (2024)
Xunxu Duan, Siwei Ma, Hongbin Liu, Chuanmin Jia
PKU-AIGI-500K: A Neural Compression Benchmark and Model for AI-Generated Images. IEEE J. Emerg. Sel. Topics Circuits Syst. 14 (2) (2024)
Yuqing Liu, Qi Jia, Jian Zhang, Xin Fan, Shanshe Wang, Siwei Ma, Wen Gao
Hierarchical Similarity Learning for Aliasing Suppression Image Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Yanchen Zhao, Wenxuan He, Chuanmin Jia, Qizhe Wang, Junru Li, Yue Li, Chaoyi Lin, Kai Zhang, Li Zhang, Siwei Ma
A Neural-network Enhanced Video Coding Framework beyond ECM. DCC (2024)
Huiwen Ren, Shanshe Wang, Siwei Ma, Wen Gao
SVT-AVS3: An Open-Source High-Performance AVS3 Encoder With Scalable Video Technology. IEEE Trans. Multim. 26 (2024)
Wei Gao, Yang Guo, Siwei Ma, Ge Li, Sam Kwong
Efficient Neural Network Compression Inspired by Compressive Sensing. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Zetian Song, Wenhong Duan, Yuhuai Zhang, Shiqi Wang, Siwei Ma, Wen Gao
SPC-NeRF: Spatial Predictive Compression for Voxel Based Radiance Field. CoRR (2024)
Chuanmin Jia, Feng Ye, Fanke Dong, Kai Lin, Leonardo Chiariglione, Siwei Ma, Huifang Sun, Wen Gao
MPAI-EEV: Standardization Efforts of Artificial Intelligence Based End-to-End Video Coding. IEEE Trans. Circuits Syst. Video Technol. 34 (5) (2024)
Jiarui Meng, Haijie Li, Yanmin Wu, Qiankun Gao, Shuzhou Yang, Jian Zhang, Siwei Ma
Mirror-3DGS: Incorporating Mirror Reflections into 3D Gaussian Splatting. CoRR (2024)
Runyu Yang, Dong Liu, Siwei Ma, Feng Wu, Wen Gao
Perceptual Quality-Oriented Rate Allocation via Distillation from End-to-End Image Compression. ACM Trans. Multim. Comput. Commun. Appl. 20 (7) (2024)
Qi Mao, Chongyu Wang, Meng Wang, Shiqi Wang, Ruijie Chen, Libiao Jin, Siwei Ma
Scalable Face Image Coding via StyleGAN Prior: Toward Compression for Human-Machine Collaborative Vision. IEEE Trans. Image Process. 33 (2024)
Siwei Ma, Xuedong Yan, Jingsi Yang, Ran Liu
Influence of in-Vehicle Audio Warning on Drivers' Eye-Movement and Behavior at Flashing Light-Controlled Grade Crossings. Hum. Factors 66 (3) (2024)
Ruoke Yan, Qian Yin, Xinfeng Zhang, Qi Zhang, Gai Zhang, Siwei Ma
Pose-Driven Compression for Dynamic 3D Human via Human Prior Models. IEEE Trans. Pattern Anal. Mach. Intell. 46 (8) (2024)
Lili Zhao, Qian Yin, Lancao Ren, Lei Yang, Chuanmin Jia, Siwei Ma
A Dynamic Point Cloud Dataset for MPEG Point Cloud Compression and Performance Analysis. DCC (2024)
Xianping Ma, Xiaokang Zhang, Xingchen Ding, Man-On Pun, Siwei Ma
Frequency Decomposition-Driven Unsupervised Domain Adaptation for Remote Sensing Image Semantic Segmentation. CoRR (2024)
Naifu Xue, Qi Mao, Zijian Wang, Yuan Zhang, Siwei Ma
Unifying Generation and Compression: Ultra-low bitrate Image Coding Via Multi-stage Transformer. CoRR (2024)
Huiwen Ren, Zetian Song, Liang Wei, Danni Wang, Yi Luo, Dongping Pan, Yucheng Sun, Haitao Yang, Fangdong Chen, Shanshe Wang, Siwei Ma, Wen Gao
A Novel Visually-Lossless Compression Model for Low-Latency Interaction. IEEE Trans. Circuits Syst. Video Technol. 34 (6) (2024)
Yanchen Zhao, Wenxuan He, Chuanmin Jia, Qizhe Wang, Junru Li, Yue Li, Chaoyi Lin, Kai Zhang, Li Zhang, Siwei Ma
A Neural-network Enhanced Video Coding Framework beyond ECM. CoRR (2024)
Youneng Bao, Fanyang Meng, Chao Li, Siwei Ma, Yonghong Tian, Yongsheng Liang
Nonlinear Transforms in Learned Image Compression From a Communication Perspective. IEEE Trans. Circuits Syst. Video Technol. 33 (4) (2023)
Chuanmin Jia, Feng Ye, Huifang Sun, Siwei Ma, Wen Gao
Learning to Compress Unmanned Aerial Vehicle (UAV) Captured Video: Benchmark and Analysis. DCC (2023)
Xiaofeng Huang, Weihong Niu, Qiuyang Zhang, Haibing Yin, Guoqing Xiang, Shanshe Wang, Siwei Ma
Rate-Distortion Optimization-Based Learned Fractional Interpolation Filter Design for HEVC. IEEE Trans. Broadcast. 69 (2) (2023)
Yuqing Liu, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao
Sequential Hierarchical Learning with Distribution Transformation for Image Super-Resolution. ACM Trans. Multim. Comput. Commun. Appl. 19 (1s) (2023)
Weiguo Yi, Siwei Ma, Ronghua Li
Insulator and Defect Detection Model Based on Improved Yolo-S. IEEE Access 11 (2023)
Hannong Zheng, Yuhuai Zhang, Jian Zhang, Hengyu Man, Xuan Deng, Siwei Ma
Flexible Hierarchical Parallel Processing for AVS3 Video Coding. ICIG (3) (2023)
Kexiang Feng, Chuanmin Jia, Siwei Ma, Wen Gao
SpikeCodec: An End-to-end Learned Compression Framework for Spiking Camera. CoRR (2023)
Jiechong Song, Chong Mou, Shiqi Wang, Siwei Ma, Jian Zhang
Optimization-Inspired Cross-Attention Transformer for Compressive Sensing. CVPR (2023)
Wenhong Duan, Zhenhua Liu, Chuanmin Jia, Shanshe Wang, Siwei Ma, Wen Gao
Differential Weight Quantization for Multi-Model Compression. IEEE Trans. Multim. 25 (2023)
Wenhong Duan, Zheng Chang, Chuanmin Jia, Shanshe Wang, Siwei Ma, Li Song, Wen Gao
Learned Image Compression Using Cross-Component Attention Mechanism. IEEE Trans. Image Process. 32 (2023)
Wei Sun, Xiongkuo Min, Danyang Tu, Siwei Ma, Guangtao Zhai
Blind Quality Assessment for in-the-Wild Images via Hierarchical Feature Fusion and Iterative Mixed Database Training. IEEE J. Sel. Top. Signal Process. 17 (6) (2023)
Jianhui Chang, Jian Zhang, Jiguo Li, Shiqi Wang, Qi Mao, Chuanmin Jia, Siwei Ma, Wen Gao
Semantic-Aware Visual Decomposition for Image Coding. Int. J. Comput. Vis. 131 (9) (2023)
Huiwen Ren, Zetian Song, Yan Wang, Yucheng Sun, Shanshe Wang, Fangdong Chen, Li Wang, Shiliang Pu, Siwei Ma, Wen Gao
An Efficient Rate Control Scheme for Video Compression in Low-latency Interoperable Interfaces. DCC (2023)
Huiwen Ren, Shanshe Wang, Siwei Ma, Wen Gao
An Adaptive Intra-frame Quantization Parameter Derivation Model Jointing with Inter-frame Analysis. DCC (2023)
Qi Mao, Tinghan Yang, Yinuo Zhang, Shuyin Pan, Meng Wang, Shiqi Wang, Siwei Ma
Extreme Image Compression using Fine-tuned VQGAN Models. CoRR (2023)
Yang Li, Shengbin Meng, Xinfeng Zhang, Meng Wang, Shiqi Wang, Yue Wang, Siwei Ma
User-Generated Video Quality Assessment: A Subjective and Objective Study. IEEE Trans. Multim. 25 (2023)
Ruofan Wang, Qi Mao, Chuanmin Jia, Ronggang Wang, Siwei Ma
Extreme Generative Human-Oriented Video Coding via Motion Representation Compression. ISCAS (2023)
Qi Mao, Siwei Ma
Enhancing Style-Guided Image-to-Image Translation via Self-Supervised Metric Learning. IEEE Trans. Multim. 25 (2023)
Yuefeng Zhang, Chuanmin Jia, Jianhui Chang, Siwei Ma
Machine Perception-Driven Image Compression: A Layered Generative Approach. CoRR (2023)
Xiandong Meng, Shuyuan Zhu, Siwei Ma, Bing Zeng
Learned Image Compression with Large Capacity and Low Redundancy of Latent Representation. ICIP (2023)
Ziqing Ge, Chuanmin Jia, Siwei Ma, Wen Gao
NUCQ: Non-Uniform Conditional Quantization for Learned Image Compression. ICIP (2023)
Wenkang Shan, Zhenhua Liu, Xinfeng Zhang, Zhao Wang, Kai Han, Shanshe Wang, Siwei Ma, Wen Gao
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation. CoRR (2023)
Meng Lei, Jiaqi Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma
Deep Intra Prediction by Jointly Exploiting Local and Non-Local Similarities. IEEE Trans. Circuits Syst. Video Technol. 33 (5) (2023)
Yingwen Zhang, Meng Wang, Junru Li, Shiqi Wang, Siwei Ma, Weisi Lin
Toward the Achievable Rate-Distortion Bound of VVC Intra Coding: A Beam Search-Based Joint Optimization Scheme. IEEE Trans. Image Process. 32 (2023)
Weiguo Yi, Bin Ma, Heng Zhang, Siwei Ma
CDRKD: An improved density peak algorithm based on kernel fuzzy measure in the overlapping community detection. J. Intell. Fuzzy Syst. 45 (2) (2023)
Qi Mao, Chongyu Wang, Meng Wang, Shiqi Wang, Ruijie Chen, Libiao Jin, Siwei Ma
Scalable Face Image Coding via StyleGAN Prior: Towards Compression for Human-Machine Collaborative Vision. CoRR (2023)
Siwei Ma, Junlong Gao, Ruofan Wang, Jianhui Chang, Qi Mao, Zhimeng Huang, Chuanmin Jia
Overview of intelligent video coding: from model-based to learning-based approaches. Vis. Intell. 1 (1) (2023)
Kai Lin, Chuanmin Jia, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao
DMVC: Decomposed Motion Modeling for Learned Video Compression. IEEE Trans. Circuits Syst. Video Technol. 33 (7) (2023)
Yanchen Zhao, Suhong Wang, Kai Lin, Meng Lei, Chuanmin Jia, Shanshe Wang, Siwei Ma
Towards Next Generation Video Coding: from Neural Network Based Predictive Coding to In-Loop Filtering. ISCAS (2023)
Jiechong Song, Chong Mou, Shiqi Wang, Siwei Ma, Jian Zhang
Optimization-Inspired Cross-Attention Transformer for Compressive Sensing. CoRR (2023)
Xinyu Hang, Chuanmin Jia, Siwei Ma, Wen Gao
A Near Lossless Learned Image Coding Network Quantization Approach for Cross-Platform Inference. VCIP (2023)
Junlong Gao, Chuanmin Jia, Shanshe Wang, Siwei Ma, Wen Gao
Rate-Distortion Optimization for Cross Modal Compression. DCC (2023)
Chuanmin Jia, Feng Ye, Fanke Dong, Kai Lin, Leonardo Chiariglione, Siwei Ma, Huifang Sun, Wen Gao
MPAI-EEV: Standardization Efforts of Artificial Intelligence based End-to-End Video Coding. CoRR (2023)
Yunlong Li, Xinfeng Zhang, Chen Cui, Shanshe Wang, Siwei Ma
Fleet: Improving Quality of Experience for Low-Latency Live Video Streaming. IEEE Trans. Circuits Syst. Video Technol. 33 (9) (2023)
Qi Zhang, Jianchao Wei, Shanshe Wang, Siwei Ma, Wen Gao
RealVR: Efficient, Economical, and Quality-of- Experience-Driven VR Video System Based on MPEG OMAF. IEEE Trans. Multim. 25 (2023)
Yanbo Gao, Wenjia Huang, Shuai Li, Hui Yuan, Mao Ye, Siwei Ma
Spatial-Temporal Transformer based Video Compression Framework. CoRR (2023)
Ruoke Yan, Qian Yin, Xinfeng Zhang, Siwei Ma
Model-Driven Compression for Digital Human Using Multi-Granularity Representations. ICME (2023)
Anjie Wang, Zhijun Fang, Xiaoyan Jiang, Yongbin Gao, Gaofeng Cao, Siwei Ma
Depth Estimation of Multi-Modal Scene Based on Multi-Scale Modulation. ICIP (2023)
Chuanmin Jia, Feng Ye, Huifang Sun, Siwei Ma, Wen Gao
Learning to Compress Unmanned Aerial Vehicle (UAV) Captured Video: Benchmark and Analysis. CoRR (2023)
Siwei Ma, Maoguo Gong, Guojun Qi, Yun Tie, Ivan Lee, Bo Li, Cong Jin
Guest Editorial: Special issue on media convergence and intelligent technology in the metaverse. CAAI Trans. Intell. Technol. 8 (2) (2023)
Wenkang Shan, Zhenhua Liu, Xinfeng Zhang, Zhao Wang, Kai Han, Shanshe Wang, Siwei Ma, Wen Gao
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation. ICCV (2023)
Jiaqi Zhang, Yunrui Jian, Suhong Wang, Chuanmin Jia, Shanshe Wang, Siwei Ma, Wen Gao
Textural and Directional Information Based Offset In-Loop Filtering in AVS3. IEEE Trans. Multim. 25 (2023)
Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao
STAM: A SpatioTemporal Attention Based Memory for Video Prediction. IEEE Trans. Multim. 25 (2023)
Tianliang Fu, Kai Zhang, Li Zhang, Shanshe Wang, Siwei Ma
Rate Control with Resolution Changes for VVC. ISCAS (2023)
Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao
STAU: A SpatioTemporal-Aware Unit for Video Prediction and Beyond. CoRR (2022)
Chuanmin Jia, Xinyu Hang, Shanshe Wang, Yaqiang Wu, Siwei Ma, Wen Gao
FPX-NIC: An FPGA-Accelerated 4K Ultra-High-Definition Neural Video Coding System. IEEE Trans. Circuits Syst. Video Technol. 32 (9) (2022)
Wei Gao, Guibiao Liao, Siwei Ma, Ge Li, Yongsheng Liang, Weisi Lin
Unified Information Fusion Network for Multi-Modal RGB-D and RGB-T Salient Object Detection. IEEE Trans. Circuits Syst. Video Technol. 32 (4) (2022)
Ruofan Wang, Qi Mao, Shiqi Wang, Chuanmin Jia, Ronggang Wang, Siwei Ma
Disentangled Visual Representations for Extreme Human Body Video Compression. ICME (2022)
Zhimeng Huang, Chuanmin Jia, Shanshe Wang, Siwei Ma
A Compressive Prior Guided Mask Predictive Coding Approach for Video Analysis. ACCV (4) (2022)
Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao
STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction. CoRR (2022)
Yuqing Liu, Qi Jia, Xin Fan, Shanshe Wang, Siwei Ma, Wen Gao
Cross-SRN: Structure-Preserving Super-Resolution Network With Cross Convolution. IEEE Trans. Circuits Syst. Video Technol. 32 (8) (2022)
Zhenhua Liu, Yunhe Wang, Kai Han, Siwei Ma, Wen Gao
Instance-Aware Dynamic Neural Network Quantization. CVPR (2022)
Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao
STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction. CVPR (2022)
Yuqing Liu, Qi Jia, Xin Fan, Shanshe Wang, Siwei Ma, Wen Gao
Cross-SRN: Structure-Preserving Super-Resolution Network with Cross Convolution. CoRR (2022)
Qi Mao, Hung-Yu Tseng, Hsin-Ying Lee, Jia-Bin Huang, Siwei Ma, Ming-Hsuan Yang
Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors. Int. J. Comput. Vis. 130 (2) (2022)
Qi Zhang, Shanshe Wang, Xinfeng Zhang, Chuanmin Jia, Jingshan Pan, Siwei Ma, Wen Gao
SMR: Satisfied Machine Ratio Modeling for Machine Recognition-Oriented Image and Video Compression. CoRR (2022)
Wenhong Duan, Kai Lin, Chuanmin Jia, Xinfeng Zhang, Siwei Ma, Wen Gao
End-to-End Image Compression via Attention-Guided Information-Preserving Module. ICME (2022)
Xuewei Meng, Chuanmin Jia, Xinfeng Zhang, Shanshe Wang, Siwei Ma
Deformable Wiener Filter for Future Video Coding. IEEE Trans. Image Process. 31 (2022)
Siwei Ma, Li Zhang, Shiqi Wang, Chuanmin Jia, Shanshe Wang, Tiejun Huang, Feng Wu, Wen Gao
Evolution of AVS video coding standards: twenty years of innovation and development. Sci. China Inf. Sci. 65 (9) (2022)
Chuanmin Jia, Ziqing Ge, Shanshe Wang, Siwei Ma, Wen Gao
Rate Distortion Characteristic Modeling for Neural Image Compression. DCC (2022)
Yiqun Xu, Qian Yin, Shanshe Wang, Xinfeng Zhang, Siwei Ma, Wen Gao
Multi-Scale end-to-End Learning for Point Cloud Geometry Compression. ICIP (2022)
Wei Gao, Qiuping Jiang, Ronggang Wang, Siwei Ma, Ge Li, Sam Kwong
Consistent Quality Oriented Rate Control in HEVC via Balancing Intra and Inter Frame Coding. CoRR (2022)
Wenkang Shan, Zhenhua Liu, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao
P-STMO: Pre-trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation. ECCV (5) (2022)
Xuewei Meng, Chuanmin Jia, Xinfeng Zhang, Meng Lei, Shanshe Wang, Lin Li, Siwei Ma
Parametric Non-local In-loop Filter for Future Video Coding. DCC (2022)
Yang Guo, Wei Gao, Siwei Ma, Ge Li
Accelerating Transform Algorithm Implementation for Efficient Intra Coding of 8K UHD Videos. ACM Trans. Multim. Comput. Commun. Appl. 18 (4) (2022)
Yuqing Liu, Qi Jia, Jian Zhang, Xin Fan, Shanshe Wang, Siwei Ma, Wen Gao
Learning Weighting Map for Bit-Depth Expansion within a Rational Range. CoRR (2022)
Meng Lei, Falei Luo, Xinfeng Zhang, Shanshe Wang, Siwei Ma
Joint Local and Nonlocal Progressive Prediction for Versatile Video Coding. IEEE Trans. Image Process. 31 (2022)
Wei Gao, Qiuping Jiang, Ronggang Wang, Siwei Ma, Ge Li, Sam Kwong
Consistent Quality Oriented Rate Control in HEVC Via Balancing Intra and Inter Frame Coding. IEEE Trans. Ind. Informatics 18 (3) (2022)
Yuqing Liu, Qi Jia, Jian Zhang, Xin Fan, Shanshe Wang, Siwei Ma, Wen Gao
Hierarchical Similarity Learning for Aliasing Suppression Image Super-Resolution. CoRR (2022)
Chuanmin Jia, Xinyu Hang, Wenbo Liu, Shanshe Wang, Siwei Ma
FPX-NVC: An FPGA-Accelerated P-frame Based Neural Video Coding System. VCIP (2022)

Siwei Ma.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Siwei Ma