CHAM, Tat Jen
BA PhD Cambridge

School of Computer Science & Engineering
Nanyang Technological University Singapore  

 

Recent and Selected Papers

  • Yujun Cai, Liuhao Ge, Jun Liu, Jianfei Cai, Tat-Jen Cham, Junsong Yuan, Nadia Thalmann, Exploiting spatial-temporal relationships for 3D pose estimation via graph convolutional networks, ICCV, 2019.
  • Xinxing Xia, Yunqing Guan, Andrei State, Praneeth Chakravarthula, Kishore Rathinavel, Tat-Jen Cham, Henry Fuchs, Towards a switchable AR/VR near-eye display with accommodation-vergence and eyeglass prescription support, ISMAR and Special Issue of IEEE TVCG, 2019.
  • Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai, Pluralistic image completion, CVPR, 2019. [arxiv, cvf local, github, youtube, demo]
  • Teng Deng, Jianmin Zheng, Jianfei Cai, Tat-Jen Cham, Shading-based surface recovery using subdivision-based representation, CGF, 2019. [wiley, local]
  • Lu Sheng, Jianfei Cai, Tat-Jen Cham, Vladimir Pavlovic, King Ngi Ngan, Visibility constrained generative model for depth-based 3D facial pose tracking, IEEE T-PAMI, 2018. [ieee, local]
  • Guoxian Song, Jianfei Cai, Tat-Jen Cham, Jianmin Zheng, Juyong Zhang, Henry Fuchs, Real-time 3D face-eye performance capture of a person wearing VR headset, ACM Multimedia, 2018 [arxiv, acm, local, youtube]
  • Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai, T2Net: synthetic-to-realistic translation for solving single-image depth estimation tasks, ECCV, 2018. [arxiv, cvf, local, github]
  • Chenqiu Zhao, Tat-Jen Cham, Xinyu Ren, Jianfei Cai, Haichen Zhu, Background subtraction based on deep pixel distribution learning, ICME, 2018. [ieee, local]
  • Di Xu, Qi Duan, Jianmin Zheng, Juyong Zhang, Jianfei Cai, Tat-Jen Cham, Shading-based surface detail recovery under general unknown illumination, IEEE T-PAMI, 40(2): 423-436, 2018. [ieee, local]
  • Anran Wang, Jianfei Cai, Jiwen Lu, Tat-Jen Cham, Structure-aware multimodal feature fusion for RGB-D scene classification and beyond. ACM TOMM, 14(2s): 39:1-39:22, 2018 . [acm ,local]
  • Xinxing Xia, Yunqing Guan, Andrei State, Tat-Jen Cham, Henry Fuchs, Towards efficient 3D calibration for different types of multi-view autostereoscopic 3D displays. CGI, 2018. [acm, local]
  • Teng Deng, Jianfei Cai, Tat-Jen Cham, Jianmin Zheng, Multiple consumer-grade depth camera registration using everyday objects. Image & Vision Computing, 62: 1-7, 2017. [scd, local]
  • Lu Sheng, Jianfei Cai, Tat-Jen Cham, Vladimir Pavlovic, King Ngi Ngan, A generative model for depth-based robust 3D facial pose tracking. CVPR, 2017. [cvf, local]
  • Fuwen Tan, Chi-Wing Fu, Teng Deng, Jianfei Cai, Tat-Jen Cham, FaceCollage: a rapidly deployable system for real-time head reconstruction for on-the-go 3D telepresence. ACM Multimedia, 2017. [acm, local]
  • Hai X. Pham, Vladimir Pavlovic, Jianfei Cai, Tat-Jen Cham, Robust real-time performance-driven 3D face tracking, ICPR, 2016. [ieee, local]
  • Anran Wang, Jianfei Cai, Jiwen Lu, Tat-Jen Cham, Modality and component aware feature fusion for RGB-D scene classification, CVPR, 2016. [cvf, local]
  • Anran Wang, Jiwen Lu, Jianfei Cai, Gang Wang, Tat-Jen Cham, Unsupervised joint feature learning and encoding for RGB-D scene labeling, IEEE TIP, 24(11): 4459-4473, 2015. [ieee, local]
  • Chongyu Chen, Jianfei Cai, Jianmin Zheng, Tat-Jen Cham, Guangming Shi, Kinect depth recovery using a color-guided, region-adaptive, and depth-selective framework. ACM TIST, 6(2): 12:1-12:19, 2015. [acm, local]
  • Marcus Chen, Ivor W. Tsang, Mingkui Tan, Tat-Jen Cham, A unified feature selection framework for graph embedding on high dimensional data. IEEE TKDE, 27(6): 1465-1477, 2015. [ieee, local]
  • Anran Wang, Jiwen Lu, Jianfei Cai, Tat-Jen Cham, Gang Wang, Large-margin multi-modal deep learning for RGB-D object recognition. IEEE TMM, 17(11): 1887-1898, 2015. [ieee, local]
  • Anran Wang, Jianfei Cai, Jiwen Lu, Tat-Jen Cham, MMSS: Multi-modal sharable and specific feature learning for RGB-D object recognition. ICCV, 2015. [cvf, local]
  • Di Xu, Qi Duan, Jianming Zheng, Juyong Zhang, Jianfei Cai, Tat-Jen Cham. Recovering surface details under general unknown illumination using shading and coarse multi-view stereo. CVPR, 2014 [ieee, local]
  • Anran Wang, Jiwen Lu, Gang Wang, Jianfei Cai, Tat-Jen Cham, Multi-modal unsupervised feature learning for RGB-D scene labeling. ECCV, 2014. [springer, local]
  • Anran Wang, Jiwen Lu, Jianfei Cai, Gang Wang, Tat-Jen Cham, Estimating spatial layout of rooms from RGB-D videos. MMSP, 2014. Top 10% paper. [ieee, local]
  • Cédric Fleury, Tiberiu Popa, Tat-Jen Cham, Henry Fuchs, Merging live and pre-captured data to support full 3D head reconstruction for telepresence. Eurographics, 2014. Short paper. [eg, local]
  • Yi Huang, Dong Xu, Tat-Jen Cham, Face and human gait recognition using image-to-class distance. IEEE T-CSVT, 2010. [ieee, local]
  • Dong Xu, Tat-Jen Cham, Shuicheng Yan, Lixin Duan, Shih-Fu Chang, Near duplicate identification with spatially aligned pyramid matching. IEEE T-CSVT, 2010. [ieee, local]
  • Tat-Jen Cham, Arridhana Ciptadi, Wei-Chian Tan, Minh-Tri Pham, Liang-Tien Chia, Estimating camera pose from a single urban ground-view omnidirectional image and a 2D building outline map. CVPR, 2010. CVPR oral paper. [ieee, local]
  • Minh-Tri Pham, Yang Gao, Viet-Dung Hoang, Tat-Jen Cham, Fast polygonal integration and its application in extending Haar-like features to improve object detection. CVPR, 2010. [ieee, local]
  • Minh-Tri Pham, V-D. D. Hoang, Tat-Jen Cham, Detection with multi-exit asymmetric boosting. CVPR, 2008. [ieee, local]
  • Dong Xu, Tat-Jen Cham, Shuicheng Yan, Shih-Fu Chang, Near duplicate image identification with patially aligned pyramid matching, CVPR, 2008. [ieee, local]
  • Minh-Tri Pham, Tat-Jen Cham, Fast training and selection of Haar features using statistics in boosting-based face detection. ICCV, 2007. ICCV oral paper. PREMIER 2nd best student paper prize (among all Singapore research papers in field of pattern recognition). [ieee, local]
  • Minh-Tri Pham, Tat-Jen Cham, Online learning asymmetric boosted classifiers for object detection. CVPR, 2007. CVPR oral paper. [ieee, local]
  • Xi Chen, Tat-Jen Cham, High distortion and non-structural image matching via feature co-occurrence, CVPR, 2007. [ieee, local]
  • Michael S. Brown, Peng Song, Tat-Jen Cham, Image pre-conditioning for out-of-focus projector blur. CVPR, 2006. [ieee, local]
  • Minh-Tri Pham, Tat-Jen Cham, Detection caching for faster object detection. ICCV Workshop PHI, 2005. [local]
  • Peng Song, Tat-Jen Cham, A theory for photometric self-calibration of multiple overlapping projectors and cameras. CVPR Workshop PROCAMS, 2005. Best paper prize. [ieee, local]
  • Xi Chen, Tat-Jen Cham, Learning feature distance measures for image correspondences. CVPR, 2005. [ieee, local]
  • Tat-Jen Cham, James M. Rehg, Rahul Sukthankar, Gita Sukthankar, Shadow elimination and occluder light suppression for multi-projector displays. CVPR, 2003. [ieee, local]
  • Tat-Jen Cham, Shyam Krishnamoorthy, Michael J. Jones, Analogous view transfer for gaze correction in video sequences, ICARCV, 2002. [ieee, local]
  • David E. DiFranco, Tat-Jen Cham, James M. Rehg, Reconstruction of 3-D figure motion from 2-D correspondences. CVPR, 2001. CVPR oral paper. [ieee, local]
  • Rahul Sukthankar, Tat-Jen Cham, Gita Sukthankar, Dynamic shadow elimination for multi-projector displays. CVPR, 2001. [ieee, local]
  • Tat-Jen Cham, Roberto Cipolla, Automated b-spline curve representation incorporating MDL and error-minimizing control point insertion strategies, IEEE TPAMI, 21(1): 49-53, 1999. [ieee]
  • Tat-Jen Cham, James M. Rehg, A multiple hypothesis approach to figure tracking. CVPR, 1999. CVPR oral paper. [ieee, local]
  • Tat-Jen Cham, James M. Rehg, Dynamic feature ordering for efficient registration. ICCV, 1999. ICCV oral paper. [ieee, local]
  • Vladimir Pavlovic, James M. Rehg, Tat-Jen Cham, Kevin P. Murphy, A dynamic Bayesian network approach to figure tracking using learned dynamic models. ICCV, 1999. ICCV oral paper. [ieee, local]
  • Tat-Jen Cham, Roberto Cipolla, A statistical framework for long-range feature matching in uncalibrated image mosaicing. CVPR, 1998. [ieee, local]
  • Tat-Jen Cham, Roberto Cipolla, Stereo coupled active contours. CVPR, 1997. CVPR oral paper. [ieee, local]
  • Tat-Jen Cham, Roberto Cipolla, Geometric saliency of curve correspondances and grouping of symmetric contours, ECCV, 1996. ECCV best paper prize. [springer, local]
  • Tat-Jen Cham, Roberto Cipolla, Skewed symmetry detection through local skewed symmetries. BMVC, 1994. BMVC best science paper prize. Also as article in IVC. [scd, local]