Publications 2007

Journals

Winston H. Hsu, Lyndon Kennedy, Shih-Fu Chang. Reranking Methods for Visual Search. IEEE Multimedia Magazine, 13(3), 2007.
Yong Wang, Jae-Gon Kim, Shih-Fu Chang, Hyung-Myung Kim. Utility-Based Video Adaptation for Universal Multimedia Access (UMA) and Content-Based Utility Function Prediction for Real-Time Video Transcoding. IEEE Transactions on Multimedia, 9:213-220, 2007.

Conferences

Alexander C. Loui, Jiebo Luo, Shih-Fu Chang, Dan Ellis, Wei Jiang, Lyndon Kennedy, Keansub Lee, Akira Yanagawa. Kodak¡¯s Consumer Video Benchmark Data Set: Concept Definition and Annotation. In ACM SIGMM International Workshop on Multimedia Information Retrieval, Germany, September 2007.
Shih-Fu Chang, Wei Jiang, Akira Yanagawa, Eric Zavesky. Columbia University TRECVID2007 High-Level Feature Extraction. In NIST TRECVID Workshop, Gaithersburg, MD, November 2007.
Shih-Fu Chang, Dan Ellis, Wei Jiang, Keansub Lee, Akira Yanagawa, Alexander C. Loui, Jiebo Luo. Large-Scale Multimodal Semantic Concept Detection for Consumer Video. In ACM SIGMM International Workshop on Multimedia Information Retrieval, Germany, September 2007.
Shih-Fu Chang, Lyndon Kennedy, Eric Zavesky. Columbia University's Semantic Video Search Engine. In ACM International Conference on Image and Video Retrieval, Amsterdam, Netherlands, July 2007.
Shih-Fu Chang, Wei-Ying Ma, Arnold Smeulders. Recent Advances and Challenges of Semantic Image/Video Search. In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Hawaii, USA, April 2007.
Winston H. Hsu, Lyndon Kennedy, Shih-Fu Chang. Video Search Reranking through Random Walk over Document-Level Context Graph. In ACM Multimedia, Augsburg, Germany, September 2007.
Yu-Feng Hsu, Shih-Fu Chang. Image Splicing Detection Using Camera Response Function Consistency and Automatic Segmentation. In International Conference on Multimedia and Expo (ICME), Beijing, China, July 2007.
Wei Jiang, Shih-Fu Chang, Alexander C. Loui. Kernel Sharing With Joint Boosting For Multi-Class Concept Detection. In IEEE CVPR Workshop on Semantic Learning Application in Multimedia, Minneapolis, Minnesota, June 2007.
Wei Jiang, Shih-Fu Chang, Alexander C. Loui. Context-Based Concept Fusion with Boosted Conditional Random Fields. In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Hawaii, USA, April 2007.
Lyndon Kennedy, Shih-Fu Chang. A Reranking Approach for Context-based Concept Fusion in Video Indexing and Retrieval. In ACM International Conference on Image and Video Retrieval, Amsterdam, Netherlands, July 2007.
Zhu Liu, David Gibbon, Eric Zavesky, Behzad Shahraray, Patrick Haffner. A Fast, Comprehensive Shot Boundary Determination System. In IEEE International Conference on Multimedia and Expo, Pages 1487-1490, Beijing, China, July 2007.
Tian-Tsong Ng, Shih-Fu Chang, Mao-Pei Tsui. Lessons Learned from Online Classification of Photo-Realistic Computer Graphics and Photographs. In IEEE Workshop on Signal Processing Applications for Public Security and Forensics (SAFE), April 2007.
Tian-Tsong Ng, Shih-Fu Chang, Mao-Pei Tsui. Using Geometry Invariants for Camera Response Function Estimation. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), June 2007.
Jun Wang, Xiaobo Zhou, Ju Lu, Jeff Lichtman, Shih-Fu Chang, Stephen T. C. Wong. Dynamic local tracing for 3D axon curvilinear structure detection from microscopic image stack. In IEEE International Symposium of Biomedical Imaging (ISBI), Washington D. C, USA, April 2007.
Dong Xu, Shih-Fu Chang. Visual Event Recognition in News Video using Kernel Methods with Multi-Level Temporal Alignment. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Minneapolis, USA, June 2007.
Shuicheng Yan, Dong Xu, Stephen Lin, Thomas S. Huang, Shih-Fu Chang. Element Rearrangement for Tensor-Based Subspace Learning. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Minneapolis, USA, June 2007.
Eric Zavesky, Zhu Liu, David Gibbon, Behzad Shahraray. Searching Visual Semantic Spaces with Concept Filters. In IEEE International Conference on Semantic Computing, Irvine, California, September 2007.

Technical Reports

Akira Yanagawa, Shih-Fu Chang, Lyndon Kennedy, Winston Hsu. Columbia University's Baseline Detectors for 374 LSCOM Semantic Visual Concepts. ADVENT Technical Report #222-2006-8 Columbia University, March 2007.

Thesis

Winston Hsu. An Information-Theoretic Framework towards Large-Scale Video Structuring, Threading, and Retrieval. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2007.
Tian-Tsong Ng. Statistical and Geometric Methods for Passive-blind Image Forensics. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2007.

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