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Computer Science

D-Index
62
Citations
16504
World Ranking
2884
National Ranking
395

Overview

Siwei Ma is affiliated with Peking University in China. Their research expertise spans multiple areas within computer science and engineering, focusing primarily on computer vision, signal processing, and media technology.

The main fields of study in their work include:

  • Computer Science
  • Engineering

The subfields of study related to their publications cover:

  • Computer Vision and Pattern Recognition
  • Signal Processing
  • Media Technology
  • Electrical and Electronic Engineering
  • Artificial Intelligence

Their research topics address several advanced areas, including:

  • Advanced Image Processing Techniques
  • Advanced Vision and Imaging
  • Video Coding and Compression Technologies
  • Advanced Data Compression Techniques
  • Image and Signal Denoising Methods
  • Image and Video Quality Assessment
  • Generative Adversarial Networks and Image Synthesis

Selected recent papers authored by or involving Siwei Ma include:

  • "Unified Information Fusion Network for Multi-Modal RGB-D and RGB-T Salient Object Detection," 2021, IEEE Transactions on Circuits and Systems for Video Technology
  • "Blind Quality Assessment for in-the-Wild Images via Hierarchical Feature Fusion and Iterative Mixed Database Training," 2023, IEEE Journal of Selected Topics in Signal Processing
  • "Pre-Trained Image Processing Transformer," 2020, arXiv (Cornell University)
  • "Matching on Sets: Conquer Occluded Person Re-identification Without Alignment," 2021, Proceedings of the AAAI Conference on Artificial Intelligence
  • "Cross-SRN: Structure-Preserving Super-Resolution Network With Cross Convolution," 2021, IEEE Transactions on Circuits and Systems for Video Technology

Frequently publishing venues for this researcher include:

  • arXiv (Cornell University)
  • IEEE Transactions on Circuits and Systems for Video Technology
  • IEEE Transactions on Image Processing
  • IEEE Transactions on Multimedia
  • ACM Transactions on Multimedia Computing Communications and Applications

Siwei Ma has collaborated with several co-authors with substantial joint publication counts, including:

  • Shanshe Wang
  • Wen Gao
  • Chuanmin Jia
  • Xinfeng Zhang
  • Shiqi Wang

Best Publications

  • Pre-Trained Image Processing Transformer

    Hanting Chen;Yunhe Wang;Tianyu Guo;Chang Xu

  • Rate-distortion analysis for H.264/AVC video coding and its application to rate control

    S. Ma;Wen Gao;Yan Lu

  • Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis

    Qi Mao;Hsin-Ying Lee;Hung-Yu Tseng;Siwei Ma

  • Image and Video Compression With Neural Networks: A Review

    Siwei Ma;Xinfeng Zhang;Chuanmin Jia;Zhenghui Zhao

  • Fast mode decision algorithm for intra prediction in HEVC

    Liang Zhao;Li Zhang;Siwei Ma;Debin Zhao

  • SSIM-Motivated Rate-Distortion Optimization for Video Coding

    Shiqi Wang;A. Rehman;Zhou Wang;Siwei Ma

  • Blind Quality Assessment of Tone-Mapped Images Via Analysis of Information, Naturalness, and Structure

    Ke Gu;Shiqi Wang;Guangtao Zhai;Siwei Ma

  • Adaptive rate control for H.264

    Zhengguo Li;Wen Gao;Feng Pan;S. W. Ma

  • Image Restoration Using Joint Statistical Modeling in a Space-Transform Domain

    Jian Zhang;Debin Zhao;Ruiqin Xiong;Siwei Ma

  • Unified Information Fusion Network for Multi-Modal RGB-D and RGB-T Salient Object Detection

    Wei Gao;Guibiao Liao;Siwei Ma;Ge Li

  • MC360IQA: A Multi-channel CNN for Blind 360-Degree Image Quality Assessment

    Wei Sun;Xiongkuo Min;Guangtao Zhai;Ke Gu

  • Image Compressive Sensing Recovery via Collaborative Sparsity

    Jian Zhang;Debin Zhao;Chen Zhao;Ruiqin Xiong

  • Compression Artifact Reduction by Overlapped-Block Transform Coefficient Estimation With Block Similarity

    Xinfeng Zhang;Ruiqin Xiong;Xiaopeng Fan;Siwei Ma

  • Content-Aware Convolutional Neural Network for In-Loop Filtering in High Efficiency Video Coding

    Chuanmin Jia;Shiqi Wang;Xinfeng Zhang;Shanshe Wang

  • Blind Quality Assessment for in-the-Wild Images via Hierarchical Feature Fusion and Iterative Mixed Database Training

    Unknown

  • Image Interpolation Via Regularized Local Linear Regression

    Xianming Liu;Debin Zhao;Ruiqin Xiong;Siwei Ma

  • COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing

    Di You;Jian Zhang;Jingfen Xie;Bin Chen

  • High-definition Video Coding with Super-macroblocks

    Siwei Ma;C.-C. Jay Kuo

  • Perceptual Video Coding Based on SSIM-Inspired Divisive Normalization

    Shiqi Wang;A. Rehman;Zhou Wang;Siwei Ma

  • Video Compressive Sensing Reconstruction via Reweighted Residual Sparsity

    Chen Zhao;Siwei Ma;Jian Zhang;Ruiqin Xiong

  • Overview of AVS video standard

    Liang Fan;Siwei Ma;Feng Wu

  • Joint video/depth rate allocation for 3D video coding based on view synthesis distortion model

    Yanwei Liu;Qingming Huang;Siwei Ma;Debin Zhao

Frequent Co-Authors

Wen Gao
Wen Gao Peking University
Shiqi Wang
Shiqi Wang City University of Hong Kong
Debin Zhao
Debin Zhao Harbin Institute of Technology
Ruiqin Xiong
Ruiqin Xiong Peking University
Yan Lu
Yan Lu Microsoft Research Asia (China)
Weisi Lin
Weisi Lin Nanyang Technological University
Tiejun Huang
Tiejun Huang Peking University
Ke Gu
Ke Gu Beijing University of Technology
Feng Wu
Feng Wu University of Science and Technology of China
Guangtao Zhai
Guangtao Zhai Shanghai Jiao Tong University

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