Publications of Lexing Xie

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Journals

  1. Lexing Xie, Peng Xu, Shih-Fu Chang, Ajay Divakaran, Huifang Sun. Structure Analysis of Soccer Video with Domain Knowledge and Hidden Markov Models. Pattern Recognition Letters, 25(7):767-775, May 2004. details

Book Chapters

  1. Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Huifang Sun. Unsupervised Mining of Statistical Temporal Structures in Video. In Video Mining, A. Rosenfeld, D. Doremann, D. Dementhon (eds.), Chap. 10, Kluwer Academic Publishers, 2003. details

Conferences

  1. Wei Jiang, Lexing Xie, Shih-Fu Chang. Visual saliency with side information. In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), April 2009. details
  2. Junfeng He, Shih-Fu Chang, Lexing Xie. Fast Kernel Learning for Spatial Pyramid Matching. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, Alaska, USA, June 2008. details
  3. Shahram Ebadollahi, Lexing Xie, Shih-Fu Chang, John R. Smith. Visual Event Detection Using Multi-Dimensional Concept Dynamics. In IEEE International Conference on Multimedia and Expo (ICME 06), Toronto, Canada, 2006. details
  4. Lexing Xie, Shih-Fu Chang. Pattern Mining In Visual Concept Streams. In IEEE International Conference on Multimedia and Expo (ICME 06), Toronto, Canada, 2006. details
  5. Lexing Xie, Dong Xu, Shahram Ebadollahi, Katya Scheinberg, Shih-Fu Chang, John R. Smith. Detecting Generic Visual Events with Temporal Cues. In Proc. 40th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, October 2006. details
  6. Shih-Fu Chang, Winston Hsu, Lyndon Kennedy, Lexing Xie, Akira Yanagawa, Eric Zavesky, Dongqing Zhang. Columbia University TRECVID-2005 Video Search and High-Level Feature Extraction. In NIST TRECVID workshop, Gaithersburg, MD, November 2005. details
  7. Tian-Tsong Ng, Shih-Fu Chang, Yu-Feng Hsu, Lexing Xie, Mao-Pei Tsui. Physics-Motivated Features for Distinguishing Photographic Images and Computer Graphics. In ACM Multimedia, Singapore, November 2005. details
  8. Lexing Xie, Lyndon Kennedy, Shih-Fu Chang, Ajay Divakaran, Huifang Sun, Ching-Yung Lin. Layered Dynamic Mixture Model for Pattern Discovery in Asynchronous Multi-modal Streams. In Interational Conference on Acoustic, Speech and Signal Processing (ICASSP), Philadelphia, PA, March 2005. details
  9. Lexing Xie, Lyndon Kennedy, Shih-Fu Chang, Ching-Yung Lin, Ajay Divakaran, Huifang Sun. Discover meaningful multimedia patterns with audio-visual concepts and associated text. In IEEE Interational Conference on Image Processing (ICIP), Singapore, October 2004. details
  10. Lexing Xie, Patrick Pérez. Slightly Supervised Learning of Part-Based Appearance Models. In IEEE Workshop on Learning in Computer Vision and Pattern Recognition, Washington D. C, June 2004. details
  11. Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Huifang Sun. Feature Selection for Unsupervised Discovery of Statistical Temporal Structures in Video. In IEEE International Conference on Image Processing (ICIP), Barcelona, Spain, September 2003. details
  12. Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Huifang Sun. Unsupervised Discovery of Multilevel Statistical Video Structures Using Hierarchical Hidden Markov Models. In IEEE International Conference on Multimedia and Expo (ICME), Baltimore, MD, July 2003. details
  13. Hari Sundaram, Lexing Xie, Shih-Fu Chang. A Utility Framework for the Automatic Generation of Audio-Visual Skims. In ACM Multimedia, Juan Les Pins, France, December 2002. details
  14. Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Huifang Sun. Structure Analysis of Soccer Video with Hidden Markov Models. In IEEE Interational Conference on Acoustic, Speech and Signal Processing (ICASSP-2002), Orlando, FL, May 2002. details
  15. Peng Xu, Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Anthony Vetro, Huifang Sun. Algorithms and Systems for Segmentation and Structure Analysis in Soccer Video. In IEEE International Conference on Multimedia and Expo (ICME), Tokyo, Japan, August 2001. details

Technical Reports

  1. Yong Wang, Lexing Xie, Shih-Fu Chang. VisGenie: a Generic Video Visualization System. Columbia University ADVENT Technical Report #210-2005-4 Columbia University, 2005. details
  2. Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Huifang Sun. Learning Hierarchical Hidden Markov Models for Video Structure Discovery. Advent Technical Report Columbia University, December 2002. details
  3. Lexing Xie, Kurato Maeno, Qibin Sun, Ching-Yung Lin, Shih-Fu Chang. Benchmarking for SARI Image Authentication System. ADVENT Technical Report, Nov. 2002 Columbia University, November 2002. details

Thesis

  1. Lexing Xie. Unsupervised Pattern Discovery for Multimedia Sequences. PhD Thesis Graduate School of Arts and Sciences, Columbia University, August 2005. details

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