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Computer Science

D-Index
67
Citations
27719
World Ranking
2146
National Ranking
120

Overview

Stephen J. Maybank is affiliated with Birkbeck, University of London in the United Kingdom. Their research spans primarily across computer science and engineering, with significant contributions to subfields such as computer vision and pattern recognition, artificial intelligence, media technology, signal processing, and computational mechanics.

The main topics of Maybank's work include anomaly detection techniques and applications, advanced vision and imaging, advanced image processing techniques, advanced neural network applications, human pose and action recognition, image enhancement techniques, and sparse and compressive sensing techniques.

Maybank has authored numerous papers in various high-impact venues. Notable recent publications include:

  • "Knowledge Distillation: A Survey", 2021, International Journal of Computer Vision
  • "Feedback Graph Convolutional Network for Skeleton-Based Action Recognition", 2021, IEEE Transactions on Image Processing
  • "Bridging Composite and Real: Towards End-to-End Deep Image Matting", 2022, International Journal of Computer Vision
  • "Abnormal Driving Detection With Normalized Driving Behavior Data: A Deep Learning Approach", 2020, IEEE Transactions on Vehicular Technology
  • "STA-CNN: Convolutional Spatial-Temporal Attention Learning for Action Recognition", 2020, IEEE Transactions on Image Processing

The frequent co-authors collaborating with Maybank include Weiming Hu, Bing Li, Dacheng Tao, Liang Liao, and Chunfeng Yuan, reflecting ongoing research partnerships.

In terms of publication venues, Maybank has contributed extensively to:

  • arXiv (Cornell University)
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • International Journal of Computer Vision
  • IEEE Transactions on Image Processing
  • IEEE Transactions on Circuits and Systems for Video Technology

The scientist's body of work comprises 72 publications in computer science and 23 in engineering, with a marked focus on computer vision and related areas. Their work particularly addresses advanced methods in image processing, neural networks, and anomaly detection, contributing to the development of techniques for tasks such as action recognition, image matting, and driving behavior analysis.

Best Publications

  • A survey on visual surveillance of object motion and behaviors

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

  • Knowledge Distillation: A Survey

    Jianping Gou;Jianping Gou;Baosheng Yu;Stephen John Maybank;Dacheng Tao

  • Camera Self-Calibration: Theory and Experiments

    Olivier D. Faugeras;Quang-Tuan Luong;Stephen J. Maybank

  • A theory of self-calibration of a moving camera

    Stephen J. Maybank;Olivier D. Faugeras

  • General Tensor Discriminant Analysis and Gabor Features for Gait Recognition

    Dacheng Tao;Xuelong Li;Xindong Wu;S.J. Maybank

  • On plane-based camera calibration: A general algorithm, singularities, applications

    P.F. Sturm;S.J. Maybank

  • A Survey on Visual Content-Based Video Indexing and Retrieval

    Weiming Hu;Nianhua Xie;Li Li;Xianglin Zeng

  • A system for learning statistical motion patterns

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

  • Geometric Mean for Subspace Selection

    Dacheng Tao;Xuelong Li;Xindong Wu;S.J. Maybank

  • Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking

    Qiang Wang;Zhu Teng;Junliang Xing;Jin Gao

  • AdaBoost-Based Algorithm for Network Intrusion Detection

    Weiming Hu;Wei Hu;S. Maybank

  • Supervised tensor learning

    Dacheng Tao;Xuelong Li;Weiming Hu;S. Maybank

  • Theory of Reconstruction from Image Motion

    Stephen Maybank;T. S. Huang;Teuvo Kohonen;M. R. Schroeder

  • Motion from point matches: multiple of solutions

    O. D. Faugeras;Steve Maybank

  • Salient Object Detection via Structured Matrix Decomposition

    Houwen Peng;Bing Li;Haibin Ling;Weiming Hu

  • Principal axis-based correspondence between multiple cameras for people tracking

    Weiming Hu;Min Hu;Xue Zhou;Tieniu Tan

  • Gait Components and Their Application to Gender Recognition

    Xuelong Li;S.J. Maybank;Shuicheng Yan;Dacheng Tao

  • Domain Transfer SVM for video concept detection

    Lixin Duan;Ivor W Tsang;Dong Xu;Stephen J Maybank

  • Semantic-Based Surveillance Video Retrieval

    Weiming Hu;D. Xie;Zhouyu Fu;Wenrong Zeng

  • Multi-modal Curriculum Learning for Semi-supervised Image Classification.

    Chen Gong;Dacheng Tao;Stephen J Maybank;Wei Liu

  • Traffic accident prediction using 3-D model-based vehicle tracking

    Weiming Hu;Xuejuan Xiao;D. Xie;Tieniu Tan

Frequent Co-Authors

Weiming Hu
Weiming Hu Chinese Academy of Sciences
Dacheng Tao
Dacheng Tao Nanyang Technological University
Junliang Xing
Junliang Xing Tsinghua University
Xi Li
Xi Li Zhejiang University
Xuelong Li
Xuelong Li China Telecom (China)
Yanning Zhang
Yanning Zhang Northwestern Polytechnical University
Hongbin Zha
Hongbin Zha Peking University
Xindong Wu
Xindong Wu Hefei University of Technology
Haibin Ling
Haibin Ling Westlake University
Tieniu Tan
Tieniu Tan Chinese Academy of Sciences

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