World's Best Scientists 2026 revealed!
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Computer Science
China
2026

D-Index & Metrics

Computer Science

D-Index
123
Citations
66559
World Ranking
129
National Ranking
16

Research.com Recognitions

  • 2026 - Research.com Computer Science in China Leader Award
  • 2025 - Research.com Computer Science in China Leader Award
  • 2023 - Research.com Computer Science in China Leader Award
  • 2022 - Research.com Computer Science in China Leader Award
  • 2014 - Fellow, The World Academy of Sciences
  • 2006 - Fellow of the International Association for Pattern Recognition (IAPR) For contributions to computer vision and pattern recognition.
  • 2004 - IEEE Fellow For contributions to pattern recognition research and applications.

Overview

Tieniu Tan is affiliated with the Chinese Academy of Sciences in China and has conducted research primarily in the field of computer science, specifically focusing on computer vision and pattern recognition. The subfields of study relevant to their work include artificial intelligence, computational theory and mathematics, signal processing, and automotive engineering.

The scientist's research addresses topics such as computability, logic, and AI algorithms; advanced image processing techniques; advanced vision and imaging; video surveillance and tracking methods; biometric identification and security; adversarial robustness in machine learning; and anomaly detection techniques and applications.

Recent papers by Tieniu Tan include:

  • Adaptive super-resolution for person re-identification with low-resolution images, 2020, Pattern Recognition
  • Generative artificial intelligence: a historical perspective, 2025, National Science Review
  • Flexible Iris Matching Based on Spatial Feature Reconstruction, 2021, IEEE Transactions on Biometrics Behavior and Identity Science
  • Artificial Immune System of Secure Face Recognition Against Adversarial Attacks, 2024, International Journal of Computer Vision
  • Enhancing End-to-End Autonomous Driving with Latent World Model, 2024, arXiv (Cornell University)

Frequent co-authors collaborating with Tieniu Tan include:

  • Yunlong Wang
  • Zhenan Sun
  • Ran He
  • Jie Cao
  • Ke Han

Frequent publication venues for Tan's work are:

  • National Science Review
  • Pattern Recognition
  • IEEE Transactions on Biometrics Behavior and Identity Science
  • International Journal of Computer Vision
  • arXiv (Cornell University)

Tieniu Tan has received recognition including being named a Fellow of The World Academy of Sciences in 2014, and awarded IEEE Fellow status in 2004 for contributions to pattern recognition research and applications.

Best Publications

  • A survey on visual surveillance of object motion and behaviors

    Weiming Hu;Tieniu Tan;Liang Wang;S. Maybank

  • Session-Based Recommendation with Graph Neural Networks

    Shu Wu;Yuyuan Tang;Yanqiao Zhu;Liang Wang

  • Focal and Efficient IOU Loss for Accurate Bounding Box Regression

    Yi-Fan Zhang;Weiqiang Ren;Zhang Zhang;Zhen Jia

  • Silhouette analysis-based gait recognition for human identification

    Liang Wang;Tieniu Tan;Huazhong Ning;Weiming Hu

  • Recent developments in human motion analysis

    Liang Wang;Weiming Hu;Tieniu Tan

  • An SVD-based watermarking scheme for protecting rightful ownership

    Ruizhen Liu;Tieniu Tan

  • Personal identification based on iris texture analysis

    Li Ma;Tieniu Tan;Yunhong Wang;Dexin Zhang

  • Efficient iris recognition by characterizing key local variations

    Li Ma;Tieniu Tan;Yunhong Wang;Dexin Zhang

  • A Light CNN for Deep Face Representation With Noisy Labels

    Xiang Wu;Ran He;Zhenan Sun;Tieniu Tan

  • A Framework for Evaluating the Effect of View Angle, Clothing and Carrying Condition on Gait Recognition

    Shiqi Yu;Daoliang Tan;Tieniu Tan

  • Predicting the next location: a recurrent model with spatial and temporal contexts

    Qiang Liu;Shu Wu;Liang Wang;Tieniu Tan

  • An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition

    Chenyang Si;Wentao Chen;Wei Wang;Liang Wang

  • A Comprehensive Study on Cross-View Gait Based Human Identification with Deep CNNs

    Zifeng Wu;Yongzhen Huang;Liang Wang;Xiaogang Wang

  • Affective computing: a review

    Jianhua Tao;Tieniu Tan

  • CASIA Image Tampering Detection Evaluation Database

    Jing Dong;Wei Wang;Tieniu Tan

  • A system for learning statistical motion patterns

    Weiming Hu;Xuejuan Xiao;Zhouyu Fu;D. Xie

  • Brief review of invariant texture analysis methods

    Jianguo Zhang;Tieniu Tan

  • Deep semantic ranking based hashing for multi-label image retrieval

    Fang Zhao;Yongzhen Huang;Liang Wang;Tieniu Tan

  • Iris recognition using circular symmetric filters

    Li Ma;Yunhong Wang;Tieniu Tan

  • Ordinal palmprint represention for personal identification [represention read representation]

    Zhenan Sun;Tieniu Tan;Yunhong Wang;S.Z. Li

  • Biometric personal identification based on iris patterns

    Yong Zhu;Tieniu Tan;Yunhong Wang

Frequent Co-Authors

Zhenan Sun
Zhenan Sun Chinese Academy of Sciences
Kaiqi Huang
Kaiqi Huang Chinese Academy of Sciences
Yunhong Wang
Yunhong Wang Beihang University
Ran He
Ran He Chinese Academy of Sciences
Yongzhen Huang
Yongzhen Huang Chinese Academy of Sciences
Zhaoxiang Zhang
Zhaoxiang Zhang Chinese Academy of Sciences
Shu Wu
Shu Wu Chinese Academy of Sciences
Weiming Hu
Weiming Hu Chinese Academy of Sciences
Dacheng Tao
Dacheng Tao Nanyang Technological University
Long Quan
Long Quan Hong Kong University of Science and Technology

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