Publications 2010

Journals

1. Steven C.H. Hoi, Wei Liu, Shih-Fu Chang. Semi-Supervised Distance Metric Learning for Collaborative Image Retrieval and Clustering. ACM Transactions on Multimedia Computing, Communications and Applications, 6(3):1-26, 2010.
2. Yu-Feng Hsu, Shih-Fu Chang. Camera Response Functions for Image Forensics: An Automatic Algorithm for Splicing Detection. Information Forensics and Security, IEEE Transactions on, 5(4):816-825, 2010.
3. Wei Jiang, Courtenay Cotton, Shih-Fu Chang, Dan Ellis, Alexander C. Loui. Audio-Visual Atoms for Generic Video Concept Classification. ACM Transactions on Multimedia Computing, Communications and Applications, 6(3):1-19, 2010.
4. Paul Sajda, Eric Pohlmeyer, Jun Wang, Lucas C. Parra, Christoforou Christoforou, Jacek Dmochowski, Barbara Hanna, Claus Bahlmann, Maneesh K. Singh, Shih-Fu Chang. In a Blink of an Eye and a Switch of a transistor: Cortically Coupled Computer Vision. Proceedings of the IEEE, 98(3):462-478, 2010.
5. Dong Xu, Tat Jen Cham, Shuicheng Yan, Lixin Duan, Shih-Fu Chang. Near Duplicate Identification With Spatially Aligned Pyramid Matching. IEEE Transactions on Circuits and Systems for Video Technology, 20:1068-1079, 2010.

Book Chapters

1. Lyndon Kennedy, Shih-Fu Chang. Visual Ontology Construction and Concept Detection for Multimedia Indexing and Retrieval. In Semantic Computing, Heather Yu, C. V. Ramamoorthy, Arvind K. Joshi, Phillip C.-Y. Sheu, Lotfi A. Zadeh (eds.), IEEE and John Wiley & Sons, 2010.
2. Paul Sajda, Eric Pohlmeyer, Jun Wang, Barbara Hanna, Lucas C. Parra, Shih-Fu Chang. Cortically-Coupled Computer Vision. In Brain-Computer Interfaces: Applying our Minds to Human-Computer Interaction, Desney S. Tan, Anton Nijholt (eds.), Elsevier, 2010.

Conferences

1. Xinting Gao, Tian Tsong Ng, Bo Qiu, Shih-Fu Chang. Single-view Recaptured Image Detection Based on Physics-based Features. In IEEE International Conference on Multimedia & Expo (ICME), Singapore, July 2010.
2. Junfeng He, Wei Liu, Shih-Fu Chang. Scalable Similarity Search with Optimized Kernel Hashing. In ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Washington, DC, USA, July 2010.
3. Yu-Gang Jiang, Xiaohong Zeng, Guangnan Ye, Subhabrata Bhattacharya, Dan Ellis, Mubarak Shah, Shih-Fu Chang. Columbia-UCF TRECVID2010 Multimedia Event Detection: Combining Multiple Modalities, Contextual Concepts, and Temporal Matching. In NIST TRECVID Workshop, Gaithersburg, MD, November 2010.
4. Wei Liu, Junfeng He, Shih-Fu Chang. Large Graph Construction for Scalable Semi-Supervised Learning. In the 27th International Conference on Machine Learning (ICML), Haifa, Israel, June 2010.
5. Eric Pohlmeyer, David Jangraw, Jun Wang, Shih-Fu Chang, Paul Sajda. Combining Computer and Human Vision into a BCI: Can the Whole Be Greater Than the Sum of Its Parts?. In The 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Buenos Aires, Argentina, August 2010.
6. Jun Wang, Sanjiv Kumar, Shih-Fu Chang. Sequential Projection Learning for Hashing with Compact Codes. In International Conference on Machine Learning (ICML), Haifa, Israel, June 2010.
7. Jun Wang, Sanjiv Kumar, Shih-Fu Chang. Semi-Supervised Hashing for Scalable Image Retrieval. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, USA, June 2010.

Thesis

1. Wei Jiang. Advanced Techniques for Semantic Concept Detection in General Videos. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2010.
2. Eric Zavesky. A Guided, Low-Latency, and Relevance Propagation Framework for Interactive Multimedia Search. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2010.

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