World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
81
Citations
25935
World Ranking
1026
National Ranking
546

Research.com Recognitions

  • 2018 - Fellow of the International Association for Pattern Recognition (IAPR) For contributions to human action and gesture analysis

Overview

Junsong Yuan is affiliated with the University at Buffalo, State University of New York in the United States. Their research primarily spans the field of Computer Science with a strong focus on Computer Vision and Pattern Recognition. Their work also includes contributions in Artificial Intelligence, Biomedical Engineering, Human-Computer Interaction, and Control and Systems Engineering.

The scientist's research topics cover multiple areas including:

  • Human Pose and Action Recognition
  • Video Surveillance and Tracking Methods
  • Advanced Vision and Imaging
  • Anomaly Detection Techniques and Applications
  • Multimodal Machine Learning Applications
  • Domain Adaptation and Few-Shot Learning
  • Advanced Image and Video Retrieval Techniques

Junsong Yuan has contributed to notable publication venues, frequently appearing in:

  • arXiv (Cornell University)
  • IEEE Transactions on Image Processing
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • IEEE Transactions on Multimedia
  • IEEE Transactions on Pattern Analysis and Machine Intelligence

Recent papers include:

  • MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Video anomaly detection with spatio-temporal dissociation, 2021, Pattern Recognition
  • NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields, 2023, IEEE Transactions on Visualization and Computer Graphics
  • Human pose estimation and its application to action recognition: A survey, 2021, Journal of Visual Communication and Image Representation
  • Joint-Bone Fusion Graph Convolutional Network for Semi-Supervised Skeleton Action Recognition, 2022, IEEE Transactions on Multimedia

Junsong Yuan's collaborative network includes frequent coauthors such as:

  • Liangchen Song
  • Zhigang Tu
  • David Doermann
  • Yuanhao Zhai
  • Gang Hua

The scientist has also published books with Springer Science+Business Media, including:

  • Computational Intelligence, Cyber Security and Computational Models. Models and Techniques for Intelligent Systems and Automation, 2020
  • Pattern Recognition, 2020

In recognition of their contributions to the field of human action and gesture analysis, Junsong Yuan was named a Fellow of the International Association for Pattern Recognition (IAPR) in 2018.

Best Publications

  • Mining actionlet ensemble for action recognition with depth cameras

    Jiang Wang;Zicheng Liu;Ying Wu;Junsong Yuan

  • Sparse reconstruction cost for abnormal event detection

    Yang Cong;Junsong Yuan;Ji Liu

  • Robust Part-Based Hand Gesture Recognition Using Kinect Sensor

    Zhou Ren;Junsong Yuan;Jingjing Meng;Zhengyou Zhang

  • Learning Actionlet Ensemble for 3D Human Action Recognition

    Jiang Wang;Zicheng Liu;Ying Wu;Junsong Yuan

  • Robust hand gesture recognition based on finger-earth mover's distance with a commodity depth camera

    Zhou Ren;Junsong Yuan;Zhengyou Zhang

  • Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks

    Yujun Cai;Liuhao Ge;Jun Liu;Jianfei Cai

  • 3D Hand Shape and Pose Estimation From a Single RGB Image

    Liuhao Ge;Zhou Ren;Yuncheng Li;Zehao Xue

  • Robust hand gesture recognition with kinect sensor

    Zhou Ren;Jingjing Meng;Junsong Yuan;Zhengyou Zhang

  • Discriminative subvolume search for efficient action detection

    Junsong Yuan;Zicheng Liu;Ying Wu

  • Track to Detect and Segment: An Online Multi-Object Tracker

    Jialian Wu;Jiale Cao;Liangchen Song;Yu Wang

  • Abnormal event detection in crowded scenes using sparse representation

    Yang Cong;Junsong Yuan;Ji Liu

  • Conditional Generative Adversarial Network for Structured Domain Adaptation

    Weixiang Hong;Zhenzhen Wang;Ming Yang;Junsong Yuan

  • Towards Scalable Summarization of Consumer Videos Via Sparse Dictionary Selection

    Yang Cong;Junsong Yuan;Jiebo Luo

  • Recognizing Human Actions as the Evolution of Pose Estimation Maps

    Mengyuan Liu;Junsong Yuan

  • Discovery of Collocation Patterns: from Visual Words to Visual Phrases

    Junsong Yuan;Ying Wu;Ming Yang

  • Robust 3D Hand Pose Estimation in Single Depth Images: From Single-View CNN to Multi-View CNNs

    Liuhao Ge;Hui Liang;Junsong Yuan;Daniel Thalmann

  • Weakly-supervised 3D Hand Pose Estimation from Monocular RGB Images

    Yujun Cai;Liuhao Ge;Jianfei Cai;Junsong Yuan

  • 3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation from Single Depth Images

    Liuhao Ge;Hui Liang;Junsong Yuan;Daniel Thalmann

  • Multi-view Harmonized Bilinear Network for 3D Object Recognition

    Tan Yu;Jingjing Meng;Junsong Yuan

  • Hand PointNet: 3D Hand Pose Estimation Using Point Sets

    Liuhao Ge;Yujun Cai;Junwu Weng;Junsong Yuan

  • Anomalous video event detection using spatiotemporal context

    Fan Jiang;Junsong Yuan;Sotirios A. Tsaftaris;Aggelos K. Katsaggelos

  • Depth camera based hand gesture recognition and its applications in Human-Computer-Interaction

    Zhou Ren;Jingjing Meng;Junsong Yuan

Frequent Co-Authors

Ying Wu
Ying Wu Northwestern University
Yap-Peng Tan
Yap-Peng Tan Nanyang Technological University
Zicheng Liu
Zicheng Liu Microsoft (United States)
Daniel Thalmann
Daniel Thalmann École Polytechnique Fédérale de Lausanne
Xudong Jiang
Xudong Jiang Nanyang Technological University
Jianfei Cai
Jianfei Cai Monash University
Ling-Yu Duan
Ling-Yu Duan Peking University
Xueyan Tang
Xueyan Tang Nanyang Technological University
Zhiguo Cao
Zhiguo Cao Huazhong University of Science and Technology
Yuanjin Zheng
Yuanjin Zheng Nanyang Technological University

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