World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
42
Citations
6278
World Ranking
8491
National Ranking
109

Overview

Tat-Jen Cham is affiliated with Nanyang Technological University in Singapore and specializes in computer science, focusing mainly on computer vision and pattern recognition. Their research spans various subfields including computer graphics, artificial intelligence, computational mechanics, and control and systems engineering.

Their work encompasses a diverse range of topics, with significant contributions to generative adversarial networks and image synthesis, advanced vision and imaging, computer graphics and visualization techniques, 3D shape modeling and analysis, advanced image processing techniques, advanced image and video retrieval techniques, and human pose and action recognition.

Frequent co-authors collaborating with Tat-Jen Cham include Chuanxia Zheng, Jianfei Cai, Yuedong Chen, Guoxian Song, and Minghui Hu. These collaborations have produced multiple publications in a variety of venues.

Publication venues where Tat-Jen Cham has contributed extensively include:

  • arXiv (Cornell University)
  • 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • ACM Transactions on Graphics
  • International Journal of Computer Vision
  • IEEE Transactions on Pattern Analysis and Machine Intelligence

Key papers reflecting their research are:

  • "Bridging Global Context Interactions for High-Fidelity Image Completion," 2022, published at 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • "AgileGAN," 2021, published in ACM Transactions on Graphics
  • "GeoConv: Geodesic guided convolution for facial action unit recognition," 2021, published in Pattern Recognition
  • "Towards Unbiased Visual Emotion Recognition via Causal Intervention," 2022, published in Proceedings of the 30th ACM International Conference on Multimedia
  • "Pluralistic Free-Form Image Completion," 2021, published in International Journal of Computer Vision

Best Publications

  • A multiple hypothesis approach to figure tracking

    Tat-Jen Cham;J.M. Rehg

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

    Yujun Cai;Liuhao Ge;Jun Liu;Jianfei Cai

  • Pluralistic Image Completion

    Chuanxia Zheng;Tat-Jen Cham;Jianfei Cai

  • A dynamic Bayesian network approach to figure tracking using learned dynamic models

    V. Pavlovic;J.M. Rehg;Tat-Jen Cham;K.P. Murphy

  • Large-Margin Multi-Modal Deep Learning for RGB-D Object Recognition

    Anran Wang;Jiwen Lu;Jianfei Cai;Tat-Jen Cham

  • Fast training and selection of Haar features using statistics in boosting-based face detection

    Minh-Tri Pham;Tat-Jen Cham

  • T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks

    Chuanxia Zheng;Tat Jen Cham;Jianfei Cai

  • Learning Progressive Joint Propagation for Human Motion Prediction

    Yujun Cai;Lin Huang;Yiwei Wang;Tat-Jen Cham

  • MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-View Images

    Unknown

  • Bridging Global Context Interactions for High-Fidelity Image Completion

    Unknown

  • Wireless multi-user multi-projector presentation system

    Rahul Sukthankar;Tat-Jen Cham;Gita R. Sukthankar;James M. Rehg

  • The Spatially-Correlative Loss for Various Image Translation Tasks

    Chuanxia Zheng;Tat-Jen Cham;Jianfei Cai

  • Method for efficiently tracking object models in video sequences via dynamic ordering of features

    Tat-Jen Cham;James Matthew Rehg

  • Dynamic shadow elimination for multi-projector displays

    R. Sukthankar;Tat-Jen Cham;G. Sukthankar

  • MMSS: Multi-modal Sharable and Specific Feature Learning for RGB-D Object Recognition

    Anran Wang;Jianfei Cai;Jiwen Lu;Tat-Jen Cham

  • Fast polygonal integration and its application in extending haar-like features to improve object detection

    Minh-Tri Pham;Yang Gao;Viet-Dung D. Hoang;Tat-Jen Cham

  • Estimating camera pose from a single urban ground-view omnidirectional image and a 2D building outline map

    Tat-Jen Cham;Arridhana Ciptadi;Wei-Chian Tan;Minh-Tri Pham

  • Image Pre-Conditioning for Out-of-Focus Projector Blur

    M.S. Brown;Peng Song;Tat-Jen Cham

  • Online Learning Asymmetric Boosted Classifiers for Object Detection

    Minh-Tri Pham;Tat-Jen Cham

  • Automated B-spline curve representation incorporating MDL and error-minimizing control point insertion strategies

    T.-J. Cham;R. Cipolla

  • Shadow elimination and occluder light suppression for multi-projector displays

    Tat-Jen Cham;J.M. Rehg;R. Sukthankar;G. Sukthankar

  • Modality and Component Aware Feature Fusion for RGB-D Scene Classification

    Anran Wang;Jianfei Cai;Jiwen Lu;Tat-Jen Cham

Frequent Co-Authors

Jianfei Cai
Jianfei Cai Monash University
James M. Rehg
James M. Rehg University of Illinois at Urbana-Champaign
Roberto Cipolla
Roberto Cipolla University of Cambridge
Henry Fuchs
Henry Fuchs University of North Carolina at Chapel Hill
Jiwen Lu
Jiwen Lu Tsinghua University
Rahul Sukthankar
Rahul Sukthankar Google (United States)
King Ngi Ngan
King Ngi Ngan University of Electronic Science and Technology of China
Vladimir Pavlovic
Vladimir Pavlovic Rutgers, The State University of New Jersey
Junsong Yuan
Junsong Yuan University at Buffalo, State University of New York
Chi-Wing Fu
Chi-Wing Fu Chinese University of Hong Kong

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