Conferences

2008

Y.-F. Hsu, S.-F. Chang. Statistical Fusion of Multiple Cues for Image Tampering Detection. In Asilomar Conference on Signals, Systems, and Computers, 2008.
Wei Jiang, Shih-Fu Chang, Tony Jebara, Alexander Loui. Semantic concept classification by joint semi-supervised learning of feature subspaces and support vector machines. In European Conference on Computer Vision, Pages 270-283, 2008.
Eric Zavesky, Shih-Fu Chang, Cheng-Chih Yang. Visual Islands: Intuitive Browsing of Visual Search Results. In ACM International Conference on Image and Video Retrieval, Pages 617-626, Niagara Falls, Canada, 2008.
Shih-Fu Chang, Junfeng He, Yu-Gang Jiang, Elie El Khoury, Chong-Wah Ngo, Akira Yanagawa, Eric Zavesky. Columbia University/VIREO-CityU/IRIT TRECVID2008 High-Level Feature Extraction and Interactive Video Search. In NIST TRECVID Workshop, Gaithersburg, MD, November 2008.
Wei Jiang, Eric Zavesky, Shih-Fu Chang, Alex Loui. Cross-Domain Learning Methods for High-Level Visual Concept Classification. In IEEE International Conference on Image Processing, San Diego, California, U.S.A, October 2008.
Lyndon Kennedy, Shih-Fu Chang. Internet image archaeology: automatically tracing the manipulation history of photographs on the web. In MM '08: Proceeding of the 16th ACM international conference on Multimedia, October 2008.
Eric Zavesky, Shih-Fu Chang. CuZero: Embracing the Frontier of Interactive Visual Search for Informed Users. In ACM Multimedia Information Retrieval, Vancouver, British Columbia, Canada, October 2008.
Wei Liu, Wei Jiang, Shih-Fu Chang. Relevance Aggregation Projections for Image Retrieval. In ACM International Conference on Image and Video Retrieval, Niagara Falls, Canada, July 2008.
Jun Wang, Tony Jebara, Shih-Fu Chang. Graph Transduction via Alternating Minimization. In International Conference on Machine Learning (ICML), Helsinki, Finland, July 2008.
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.
Steven C. H. Hoi, Wei Liu, Shih-Fu Chang. Semi-Supervised Distance Metric Learning for Collaborative Image Retrieval. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, Alaska, USA, June 2008.
Jun Wang, Shih-Fu Chang, Xiabo Zhou, T. C. Stephen Wong. Active Microscopic Cellular Image Annotation by Superposable Graph Transduction with Imbalanced Labels. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, Alaska, USA, June 2008.
Dong Xu, Tat-Jen Cham, Shuicheng Yan, Shih-Fu Chang. Near Duplicate Image Identification with Spatially Aligned Pyramid Matching. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, Alaska, USA, June 2008.

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.
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, 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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.

2006

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.
Winston Hsu, Shih-Fu Chang. Topic Tracking across Broadcast News Videos with Visual Duplicates and Semantic Concepts. In International Conference on Image Processing (ICIP), Atlanta, GA, USA, 2006.
Winston Hsu, Lyndon Kennedy, Shih-Fu Chang. Video Search Reranking via Information Bottleneck Principle. In ACM Multimedia, Santa Babara, CA, USA, 2006.
Wei Jiang, Shih-Fu Chang, Alexander C. Loui. Active Context-based concept fusion with partial user labels. In IEEE International Conference on Image Processing (ICIP 06), Atlanta, GA, USA, 2006.
Lyndon Kennedy, Shih-Fu Chang, Igor Kozintsev. To Search or To Label?: Predicting the Performance of Search-Based Automatic Image Classifiers. In Multimedia Information Retrieval Workshop (MIR), Santa Barbara, CA, USA, 2006.
Lexing Xie, Shih-Fu Chang. Pattern Mining In Visual Concept Streams. In IEEE International Conference on Multimedia and Expo (ICME 06), Toronto, Canada, 2006.
Shih-Fu Chang, Winston, Wei Jiang, Lyndon Kennedy, Dong Xu, Akira Yanagawa, Eric Zavesky. Columbia University TRECVID-2006 Video Search and High-Level Feature Extraction. In NIST TRECVID Workshop, Gaithersburg, MD, November 2006.
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.
Yu-Feng Hsu, Shih-Fu Chang. Detecting Image Splicing Using Geometry Invariants And Camera Characteristics Consistency. In Interational Conference on Multimedia and Expo (ICME), Toronto, Canada, July 2006.
Dongqing Zhang, Shih-Fu Chang. A Generative-Discriminative Hybrid Method for Multi-View Object Detection. In IEEE CVPR, New York City, New York, June 2006.
Tian-Tsong Ng, Shih-Fu Chang. An Online System for Classifying Computer Graphics Images from Natural Photographs. In SPIE Electronic Imaging, San Jose, CA, January 2006.
Yong Wang, Shih-Fu Chang. Complexity Adaptive H.264 Encoding for Light Weight Streams. In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toulouse, France, 2006.

2005

Winston Hsu, Shih-Fu Chang. Visual Cue Cluster Construction via Information Bottleneck Principle and Kernel Density Estimation. In International Conference on Content-Based Image and Video Retrieval (CIVR), Singapore, 2005.
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.
Lyndon Kennedy, Paul Natsev, Shih-Fu Chang. Automatic Discovery of Query Class Dependent Models for Multimodal Search. In ACM Multimedia, Singapore, November 2005.
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.
Yong Wang, Tong Zhang, Daniel Tretter. Real Time Video Motion Analysis Toward Semantic Understanding. In SPIE Video Communications and Image Processing (VCIP), Beijing, China, July 2005.
Shih-Fu Chang, R. Manmatha, Tat-Seng Chua. Combining Text and Audio-Visual Features in Video Indexing. In IEEE ICASSP 2005, Philadelphia, PA, March 2005.
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.

2004

Arnon Amir, Janne O Argillander, Marco Berg, Shih-Fu Chang, Martin Franz, Winston Hsu, Giridharan Iyengar, John R Kender, Lyndon Kennedy, Ching-Yung Lin, Milind Naphade, Apostol (Paul) Natsev, John R. Smith, Jelena Tesic, Gang Wu, Rong Yan, Donqing Zhang. IBM Research TRECVID-2004 Video Retrieval System. In NIST TRECVID 2004 Workshop, Gaithersburg, MD, 2004.
Tat-Seng Chua, Shih-Fu Chang, Lekha Chaisorn, Winston Hsu. Story Boundary Detection in Large Broadcast News Video Archives Techniques, Experience and Trends. In ACM Multimedia, New York, October 2004.
Tian-Tsong Ng, Shih-Fu Chang. A Model for Image Splicing. In IEEE International Conference on Image Processing (ICIP), Singapore, October 2004.
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.
Dong-Qing Zhang, Shih-Fu Chang. Detecting Image Near-Duplicate by Stochastic Attributed Relational Graph Matching with Learning. In ACM Multimedia, New York City, USA, October 2004.
Shahram Ebadollahi, Shih-Fu Chang, Henry Wu. Automatic View Recognition in Echocardiogram Videos using Parts-Based Representation. In IEEE Computer Vision and Pattern Recognition (CVPR), Washington DC, June 2004.
Winston Hsu, Shih-Fu Chang. Generative, Discriminative, and Ensemble Learning on Multi-modal Perceptual Fusion toward News Video Story Segmentation. In IEEE International Conference on Multimedia and Expo (ICME), Taipei, Taiwan, June 2004.
Ryoma Oami, Ana B. Benitez, Shih-Fu Chang, Nevenka Dimitrova. Understanding and Modeling User Interest in Consumer Videos. In IEEE International Conference On Multimedia & Expo (ICME), Taipei, Taiwan, June 2004.
Qibin Sun, Shuiming Ye, Ching-Yung Lin, Shih-Fu Chang. A Crypto Signature Scheme for Image Authentication over Wireless Channel. In IEEE International Conference on Multimedia and Expo (ICME), Taipei, Taiwan, June 2004.
Yong Wang, Shih-Fu Chang, Alexander C. Loui. Subjective Preference of Spatio-Temporal Rate in Video Adaptation Using Multi-Dimensional Scalable Coding. In IEEE International Conference On Multimedia and Expo (ICME), Taipei, Taiwan, June 2004.
Cheng-Yu Wei, Nevenka Dimitrova, Shih-Fu Chang. Color-Mood Analysis of Films Based on Syntactic and Psychological Models. In IEEE International Conference on Multimedia and Expo (ICME), Taipei, Taiwan, June 2004.
Lexing Xie, Patrick P閞ez. Slightly Supervised Learning of Part-Based Appearance Models. In IEEE Workshop on Learning in Computer Vision and Pattern Recognition, Washington D. C, June 2004.
Dong-Qing Zhang, Ching-Yung Lin, Shih-Fu Chang, John R. Smith. Semantic Video Clustering Across Sources Using Bipartite Spectral Clustering. In IEEE International Conference On Multimedia and Expo (ICME), Taipei, Taiwan, June 2004.
Dong-Qing Zhang, Shih-Fu Chang. Learning to Detect Scene Text Using a Higher-order MRF with Belief Propagation. In IEEE Workshop on Learning in Computer Vision and Pattern Recognition, in conjunction with CVPR (LCVPR), Washington DC, June 2004.
Winston Hsu, Lyndon Kennedy, Chih-Wei Huang, Shih-Fu Chang, Ching-Yung Lin, Giridharan Iyengar. News Video Story Segmentation using Fusion of Multi-Level Multi-modal Features in TRECVID 2003. In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Montreal, Canada, May 2004.
Tian-Tsong Ng, Shih-Fu Chang, Qibin Sun. Blind Detection of Photomontage Using Higher Order Statistics. In IEEE International Symposium on Circuits and Systems (ISCAS), Vancouver, Canada, May 2004.
Winston Hsu, Shih-Fu Chang, Chih-Wei Huang, Lyndon Kennedy, Ching-Yung Lin, Giridharan Iyengar. Discovery and Fusion of Salient Multi-modal Features towards News Story Segmentation. In IS&T/SPIE Symposium on Electronic Imaging: Science and Technology - SPIE Storage and Retrieval of Image/Video Database, San Jose, CA, January 2004.
Yong Wang, Tian-Tsong Ng, Mihaela van der Schaar, Shih-Fu Chang. Predicting optimal operation of MC-3DSBC multi-dimensional scalable video coding using subjective quality measurement. In SPIE Video Communications and Image Processing (VCIP), San Jose, CA, January 2004.

2003

Arnon Amir, Marco Berg, Shih-Fu Chang, Giridharan Iyengar, Ching-Yung Lin, Apostol Natsev, Chalapathy Neti, Harriet Nock, Milind Naphade, Winston Hsu, John R. Smith, Belle Tseng, Yi Wu, Dongqing Zhang. IBM Research TRECVID-2003 Video Retrieval System. In TRECVID 2003 Workshop, Gaithersburg, MD, November 2003.
Ana B. Benitez, Shih-Fu Chang. Extraction, Description and Application of Multimedia Using MPEG-7. In Asimolar Conference of Signals, Systems, and Computers, Invited Paper on Special Session on Document Image Processing, Monterey, CA, November 2003.
Ana B. Benitez, Shih-Fu Chang. Image Classification Using Multimedia Knowledge Networks. In IEEE International Conference on Image Processing (ICIP), Barcelona, Spain, September 2003.
Shih-Fu Chang. Content-Based Video Summarization and Adaption for Ubiquitous Media Access. In IEEE International Conference on Image Analysis and Processing (ICIAP), Montavo, Italy, September 2003.
Yong Wang, Jae-Gon Kim, Shih-Fu Chang. Content-based utility function prediction for real-time MPEG-4 transcoding. In IEEE International Conference on Image Processing (ICIP), Barcelona, Spain, September 2003.
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.
Winston Hsu, Shih-Fu Chang. A Statistical Framework for Fusing Mid-level Perceptual Features in News Story Segmentation. In IEEE International Conference on Multimedia & Expo (ICME), Baltimore, MD, July 2003.
Jae-Gon Kim, Yong Wang, S.F. Chang. Content-Adaptive Utility-Based Video Adaptation. In IEEE International Conference on Multimedia and Expo (ICME), Baltimore, Maryland, July 2003.
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.
Dongqing Zhang, Shih-Fu Chang. A Bayesian Framework for Fusing Multiple Word Knowledge Models in Videotext Recognition. In IEEE Computer Vision and Pattern Recognition (CVPR), Madison, Wisconsin, June 2003.

2002

Alejandro Jaimes, Shih-Fu Chang, Alexander C. Loui. Duplicate Detection in Consumer Photography and News Video. In ACM Multimedia, Juan Les Pines, France, December 2002.
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.
Dongqing Zhang, Shih-Fu Chang. Event Detection in Baseball Video Using Superimposed Caption Recognition. In ACM Multimedia, Jean Les Pins, France, December 2002.
Ana B. Benitez, Hawley Rising, Corinne Jorgensen, Ricardo Leonardi, Alesandro Bugatti, Koiti Hasida, Rajiv Mehrotra, A. Murat Tekalp, Ahmet Ekin, Toby Walker. Semantics of Multimedia in MPEG-7. In IEEE International Conference on Image Processing (ICIP), Rochester, New York, September 2002.
Shih-Fu Chang. Optimal Video Adaptation and Skimming Using a Utility-Based Framework. In Tyrrhenian International Workshop on Digital Communications (IWDC-2002), Capri Island, Italy, September 2002.
Shahram Ebadollahi, Shih-Fu Chang, Henry Wu. Echocardiogram Videos: Summarization, Temporal Segmentation, and Browsing. In IEEE International Conference on Image Processing (ICIP), Rochester, New York, September 2002.
Alejandro Jaimes, Tomio Echigo, Masayoshi Teraguchi, Fumiko Satoh. Learning Personalized Video Highlights from Detailed MPEG-7 Event Metadata. In IEEE International Conference on Image Processing (ICIP), Rochester, New York, September 2002.
Qibin Sun, Shih-Fu Chang, Kurato Maeno, Masayuki Suto. A quantative semi-fragile JPEG2000 image authentication system. In IEEE International Conference on Image Processing (ICIP), Rochester, NY, September 2002.
Qibin Sun, Shih-Fu Chang. Semi-fragile image authentication using generic wavelet domain features and ECC. In IEEE International Conference on Image Processing (ICIP), Rochester, NY, September 2002.
Dongqing Zhang, Rajendran Kumar Rajendran, Shih-Fu Chang. General and Domain-Specific Techniques for Detecting and Recognizing Superimposed Text in Video. In IEEE International Conference on Image Processing (ICIP), Rochester, New York, September 2002.
Ana B. Benitez, Shih-Fu Chang. Perceptual Knowledge Construction from Annotated Image Collections. In IEEE International Conference On Multimedia & Expo (ICME-2002), Lausanne, Switzerland, August 2002.
Ana B. Benitez, Shih-Fu Chang. Semantic Knowledge Construction from Annotated Image Collections. In IEEE International Conference On Multimedia & Expo (ICME-2002), Lausanne, Switzerland, August 2002.
Ana B. Benitez, Shih-Fu Chang. Multimedia Knowledge Integration, Summarization and Evaluation. In International Workshop On Multimedia Data Mining in conjuction with the International Conference on Knowledge Discovery & Data Mining (MDM/KDD-2002), Edmonton, Alberta, Canada, July 2002.
Rajendran Kumar Rajendran, Mihaela van der Schaar, Shih-Fu Chang. FGS+: Optimizing the Joint Spatio-Temporal Video Quality in MPEG-4 Fine Grained Scalable Coding. In IEEE International Symposium on Circuits and Systems (ISCAS 2002), Phoenix, Arizona, May 2002.
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.
Qibin Sun, Shih-Fu Chang, Kurato Maeno, Masayuki Suto. A new semi-fragile image authentication framework combining ECC and PKI. In IEEE International Symposium on Circuits and Systems (ISCAS'02), Special Session on Multimedia Watermarking (Invited paper), Phoenix, USA, March 2002.
Kurato Maeno, Qibin Sun, Shih-Fu Chang, Masayuki Suto. New semi-fragile imahe authentication watermarking techniques using random bias and non-uniform quantization. In SPIE Electronic Imaging, San Jose, CA, January 2002.

2001

K.R. McKeown, S.F. Chang, J. Cimino, S. Feiner, C. Friedman, L. Gravano, V. Hatzivassiloglou, S. Johnson, D.A. Jordan, J. Klavans, others. PERSIVAL, a system for personalized search and summarization over multimedia healthcare information. Pages 331-340, 2001.
Hari Sundaram, Shih-Fu Chang. Constrained Utility Maximization for generating Visual Skims. In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'2001), Kauai, HI, December 2001.
Arup Acharya, Mandis Beigi, Raymond Jennings, Reiner Sailer, Dinesh Verma. IPSECvalidate - A Tool to Validate IPSEC Configurations. In System Administration Conference, (LISA 2001), San Diego, CA, November 2001.
Mandis Beigi, Dinesh Verma. Network Prediction in a Policy-Based IP Network. In GlobeCom2001, San Antonio, TX, November 2001.
Di Zhong, Rajendran Kumar, Shih-Fu Chang. Real-Time Personalized Sports Video Filtering and Summarization. In ACM Multimedia, Ottawa, Ontario, Canada, November 2001.
Ana B. Benitez, Shih-Fu Chang, John R. Smith. IMKA: A Multimedia Organization System Combining Perceptual and Semantic Knowledge. In ACM Multimedia, Ottawa, Cananda, October 2001.
William Chen, Shih-Fu Chang. viSMAP: An Interactive Image/Video Retrieval System Using Visualization and Concept Maps. In IEEE International Conference on Image Processing (ICIP), Athen, Greece, October 2001.
Ching-Yung Lin, Shih-Fu Chang. Zero-Error Information Hiding Capacity of Digital Images. In IEEE International Conference on Image Processing (ICIP), Athen, Greece, October 2001.
Ching-Yung Lin, Shih-Fu Chang. SARI: Self-Authentication-and-Recovery Image Watermarking System. In ACM Multimedia, Ottawa, Canada, October 2001.
Di Zhong, Shih-Fu Chang. Long-Term Moving Object Segmentation and Tracking Using Spatio-Temporal Consistency. In IEEE International Conference on Image Processing (ICIP), Athen, Greece, October 2001.
Ana B. Benitez, Di Zhong, Shih-Fu Chang, John R. Smith. MPEG-7 MDS Content Description Tools and Applications. In International Conference on Computer Analysis of Images and Patterns (ICAIP), Warsaw, Poland, September 2001.
Ching-Yung Lin, Daby Sow, Shih-Fu Chang. Using Self-Authentication-and-Recovery Images for Error Concealment in Wireless Environments. In SPIE ITCom/OptiComm, Volume 4518, Denver, CO, August 2001.
Hari Sundaram, Shih-Fu Chang. Condensing Computable Scenes using Visual Complexity and Film Syntax Analysis. In IEEE International Conference on Multimedia and Expo (ICME), Tokyo, Japan, August 2001.
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.
Di Zhong, Shih-Fu Chang. Structure Analysis of Sports Video Using Domain Models. In IEEE International Conference on Multimedia and Expo (ICME), Tokyo, Japan, August 2001.
Alejandro Jaimes, Fred Mintzer. Improving Quality of Digital Images of Art in Museum Collections. In IS&T Image Processing, Image Quality, Image Capture Systems Conference (PICS), Montreal, Canada, April 2001.
Mandis Beigi, Raymond Jennings, Dinesh Verma. Policy Based SLA Management in Enterprise Networks. In Workshop on Policies for Distributed Systems and Networks, Bristol, UK, January 2001.
Ana B. Benitez, John R. Smith. New Frontiers for Intelligent Content-Based Retrieval. In SPIE Conference on Storage and Retrieval for Media Databases (IS&T/SPIE), Volume 4315, San Jose, CA, January 2001.
Alejandro Jaimes, Jeff Pelz, Tim Grabowski, Jason Babcock, Shih-Fu Chang. Using Human Observers' Eye Movements in Automatic Image Classifiers. In IS&T/SPIE Human Vision and Electronic Imaging, San Jose, CA, January 2001.

2000

Ana B. Benitez, John R. Smith, Shih-Fu Chang. MediaNet: A Multimedia Information Network for Knowledge Representation. In SPIE Conference on Internet Multimedia Management Systems (IS&T/SPIE), Volume 4210, Boston, MA, November 2000.
Alejandro Jaimes, Ana B. Benitez, Corinne Jorgensen, Shih-Fu Chang. Experiments in Indexing Multimedia Data at Multiple Levels. In ASIS SIG Classification Research Workshop, Idea Mart: Classification for User Support and Learning, Chicago, IL, November 2000.
Hari Sundaram, Shih-Fu Chang. Determining Computable Scenes in Films and their Structures using Audio Visual Memory Models. In ACM Multimedia, Los Angeles, CA, October 2000.
Seungyup Paek, Shih-Fu Chang. Experiments in Constructing Belief Networks for Image Classification Systems. In invited paper to IEEE International Conference on Image Processing (ICIP-2000), Vancouver, British Columbia, Canada, September 2000.
Seungyup Paek, Shih-Fu Chang. A Knowledge Engineering Approach for Image Classification Based on Probabilistic Reasoning Systems. In IEEE International Conference on Multimedia and Expo. (ICME-2000), New York, NY, August 2000.
Shih-Fu Chang, Hari Sundaram. Structural and Semantic Analysis of Video. In IEEE International Conference on Multimedia and Expo (ICME), New York, NY, July 2000.
Rajendran Kumar, Shih-Fu Chang. Image Retrieval with Sketches and Compositions. In IEEE International Conference on Multimedia and Expo (ICME), New York, July 2000.
John R. Smith, Ana B. Benitez. Conceptual Modeling of Audio-Visual Content. In IEEE International Conference on Multimedia and Expo (ICME), New York, NY, July 2000.
Hari Sundaram, Shih-Fu Chang. Video Scene Segmentation using Audio and Video Features. In IEEE International Conference on Multimedia and Expo (ICME), New York, NY, July 2000.
Ana B. Benitez, Shih-Fu Chang. Validation Experiments on Structural, Conceptual, Collection, and Access Description Schemes for MPEG-7. In Digest of the IEEE 2000 International Conference on Consumer Electronics (ICCE-2000), Invited Paper on Special Session on MPEG-7, Los Angeles, CA, June 2000.
Hari Sundaram, Shih-Fu Chang. Audio Scene Segmentation using Multiple Models, Features and Time Scales. In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Istanbul, Turkey, June 2000.
Shih-Fu Chang, Paul Bocheck. Principles and Applications of Content-Aware Video Communication. In Invited Paper in IEEE International Symposium on Circuits and Systems (ISCAS-2000), Geneva, Switzerland, May 2000.
William Chen, Shih-Fu Chang. Motion Trajectory Matching of Video Objects. In SPIE/IS&T Storage and Retrieval for Media Databases, San Jose, CA, January 2000.
Alejandro Jaimes, Shih-Fu Chang. Integrating Multiple Classifiers in Visual Object Detectors Learned from User Input. In Invited Paper, Session on Image and Video Databases, 4th Asian Conference on Computer Vision (ACCV 2000), Taipei, Taiwan, January 2000.
Alejandro Jaimes, Shih-Fu Chang. Automatic Selection of Visual Features and Classifiers. In IS&T/SPIE Storage and Retrieval for Media Databases, San Jose, CA, January 2000.
Alejandro Jaimes, Shih-Fu Chang. A Conceptual Framework for Indexing Visual Information at Multiple Levels. In IS&T/SPIE Internet Imaging, San Jose, CA, January 2000.
Ching-Yung Lin, Shih-Fu Chang. Semi-Fragile Watermarking for Authenticating JPEG Visual Content. In SPIE Security and Watermarking of Multimedia Contents II, EI '00, San Jose, CA, January 2000.
Ching-Yung Lin, Min Wu, Yui-Man Lui, Jeffrey A. Bloom, Matt L. Miller, Ingemar J. Cox. Rotation, Scale, and Translation Resilient Public Watermarking for Images. In SPIE Security and Watermarking of Multimedia Contents II, EI '00, San Jose, CA, January 2000.

1999

Ching-Yung Lin, Shih-Fu Chang. Distortion Modeling and Invariant Extraction for Digital Image Print-and-Scan Process. In International Symposium on Multimedia Information Processing (ISMIP), Taipei, Taiwan, December 1999.
Hair Kalva, Lai-Tee Cheok, Alexandros Eleftheriadis. MPEG-4 Systems and Applications. In ACM Multimedia, Orlando, FL, November 1999.
Huitao Luo, Alexandros Eleftheriadis. Designing an Interactive Tool for Video Object Segmentation and Annotation. In ACM Multimedia, Orlando, Florida, November 1999.
Ching-Yung Lin. Public Watermarking Surviving General Scaling and Cropping: an application for print-and-scan process. In Multimedia and Security Workshop at ACM Multimedia, Orlando, FL, October 1999.
Huitao Luo, Alexandros Eleftheriadis. Spatial Temporal Active Contour Interpolation for Semi-Automatic Video Object Generation. In IEEE International Conference on Image Processing (ICIP), Kobe, Japan, October 1999.
Di Zhong, Shih-Fu Chang. Region Feature Based Similarity Searching of Semantic Video Objects. In IEEE International Conference on Image Processing (ICIP'99), Kobe, Japan, October 1999.
Hualu Wang, Harold S. Stone, Shih-Fu Chang. FaceTrack: Tracking and Summarizing Faces from Compressed Video. In SPIE Multimedia Storage and Archiving Systems IV, Boston, MA, September 1999.
Di Zhong, Shih-Fu Chang, John R. Smith. Differential Compression and Optimal Caching Methods for Content-Based Image Search Systems. In SPIE Multimedia Storage and Archiving Systems IV, Boston, MA, September 1999.
Seungyup Paek, Carl L. Sable, Vasileios Hatzivassiloglou, Alejandro Jaimes, Barry H. Schiffman, Shih-Fu Chang, Kathleen R. McKeown. Integration of Visual and Text Based Approaches for the Content Labeling and Classification of Photographs. In ACM SIGIR'99 Workshop on Multimedia Indexing and Retrieval, Berkeley, CA, August 1999.
Mandis Beigi, Raymond Jennings, Dinesh Verma. Low Overhead Continuous Monitoring of IP Network Performance. In Society for Computer Simulations, SPECTS'99, Chicago, IL, July 1999.
Paul Bocheck, Andrew T. Campbell, Shih-Fu Chang, Raymond R.-F. Liao. Content-Aware Network Adaptation for MPEG-4. In ACM International Workshop on Network and Operating Systems Support for Digital Audio and Video, New Jersey, USA, June 1999.
Paul Bocheck, Yasuyuki Nakajima, Shih-Fu Chang. Real-time Estimation of Subjective Utility Functions for MPEG-4 Video Objects. In Packet Video (PV), New York, April 1999.
Gustavo de los Reyes, Amy R. Reibman, Shih-Fu Chang. A Corruption Model for Motion Compensated Video Subject to Bit Errors. In Packet Video '99, New York, NY, April 1999.
Hair Kalva, Alexandros Eleftheriadis. Delivering MPEG-4 Content. In Packet Video 99, New York, NY, April 1999.
Alejandro Jaimes, Shih-Fu Chang. Model-Based Classification of Visual Information for Content-Based Retrieval. In IS&T/SPIE Storage and Retrieval for Image and Video Databases VII, San Jose, CA, January 1999.
Alejandro Jaimes, Fred Mintzer, A. Ravishankar Rao, Gerhard Thompson. Segmentation and Automatic Descreening of Scanned Documents. In IS&T/SPIE Color Imaging: Device-Independent Color, Color Hardcopy, and Graphic Arts IV, San Jose, CA, January 1999.
Ching-Yung Lin, Shih-Fu Chang. Issues and Solutions for Authenticating MPEG Video. In IS&T/SPIE Symposium on Electronic Imaging: Science and Technology (EI'99) - SPIE Security and Watermarking of Multimedia Contents, San Jose, CA, January 1999.
Seungyup Paek, Ana B. Benitez, Shih-Fu Chang. Self-Describing Schemes for Interoperable MPEG-7 Multimedia Content Descriptions. In IS&T/SPIE Symposium on Electronic Imaging: Science and Technology (EI'99) - Visual Communications and Image Processing (VCIP), San Jose, CA, January 1999.
A. Ravishankar Rao, Alejandro Jaimes. Digital Stereoscopic Imaging. In IS&T/SPIE Stereoscopic Displays and Applications X, San Jose, CA, January 1999.
Hari Sundaram, Shih-Fu Chang. Efficient Video Sequence Retrieval in Large Repositories. In IS&T/SPIE Symposium on Electronic Imaging: Science and Technology (EI'99) - Visual Communications and Image Processing (VCIP), San Jose, CA, January 1999.

1998

Yihan Fang, Alexandros Eleftheriadis. Automatic Generation of Entropy Coding Programs Using Flavor. In Workshop on Multimedia Signal Processing, Los Angeles, CA, December 1998.
Shih-Fu Chang, William Chen, Hari Sundaram. Semantic Visual Templates: Linking Visual Features to Semantics. In IEEE International Conference on Image Processing (ICIP), Chicago, IL, October 1998.
Gustavo de los Reyes, Amy R. Reibman, Justin C. Chuang, Shih-Fu Chang. Video Transcoding for Resilience in Wireless Channels. In IEEE Internation Conference on Image Processing (ICIP), Chicago, IL, October 1998.
Horace Jianhao Meng, Shih-Fu Chang. Embedding Visible Watermark in Compressed Video Stream. In IEEE International Conference on Image Processing (ICIP), Chicago, IL, October 1998.
Jae-Beom Lee, Jin-Soo Cho, Alexandros Eleftheriadis. Optimal Shape Coding Under Buffer Constraints. In IEEE International Conference on Image Processing (ICIP), Chicago, IL, October 1998.
Huitao Luo, Alexandros Eleftheriadis. Statistic Model Based Video Segmentation and Its Application to Very Low Bit Rate Video Coding. In IEEE Internation Conference on Image Processing (ICIP), Chicago, IL, October 1998.
Di Zhong, Shih-Fu Chang. AMOS: An Active System for MPEG-4 Video Object Segmentation. In IEEE International Conference on Image Processing (ICIP), Chicago, IL, October 1998.
Ching-Yung Lin, Shih-Fu Chang. Generating Robust Digital Signature for Image/Video Authentication. In Multimedia and Security Workshop at ACM Multimedia, Bristol, UK, September 1998.
Paul Bocheck, Shih-Fu Chang. Content-Based Dynamic Resource Allocation for VBR Video in Bandwidth Limited Networks. In IEEE/IFIP International Workshop on Quality of Service (IWQoS'98), Napa, CA, May 1998.
Daby Sow, Alexandros Eleftheriadis. Representing Information with Computational Resource Bounds. In Asilomar Conference on Signals, Systems, and Computers (Invited Paper), February 1998.
Mandis Beigi, Ana B. Benitez, Shih-Fu Chang. MetaSEEk: A Content-Based Meta-Search Engine for Images. In SPIE Conference on Storage and Retrieval for Image and Video Databases VI (IST/SPIE-1998), Volume 3312, San Jose, CA, January 1998.
Ching-Yung Lin, Shih-Fu Chang. A Robust Image Authentication Method Surviving JPEG Lossy Compression. In IS&T/SPIE Symposium on Electronic Imaging: Science and Technology (EI'98) - SPIE Storage and Retrieval of Image/Video Database, San Jose, CA, January 1998.
Seungyup Paek, John R. Smith. Detecting Image Purpose in World-Wide Web Documents. In IS&T/SPIE Symposium on Electronic Imaging: Science and Technology (EI'98), San Jose, CA, January 1998.

1997

Shih-Fu Chang, William Chen, Horace Jianhao Meng, Hari Sundaram, Di Zhong. VideoQ: An Automatic Content-Based Video Search System Using Visual Cues. In ACM Multimedia, Seattle, WA, November 1997.
Alexandros Eleftheriadis. Flavor: A Language for Media Representation. In ACM Multimedia, Pages 1-9, Seattle, WA, November 1997.
Stephen Jacobs, Alexandros Eleftheriadis. Real-Time Video on the Web using Dynamic Rate Shaping. In IEEE International Conference on Image Processing (ICIP), Santa Barbara, CA, October 1997.
John R. Smith, Shih-Fu Chang. Joint Adaptive Space and Frequency Basis Selection. In IEEE International Conference on Image Processing (ICIP), Santa Barbara, CA, October 1997.
Daby Sow, Alexandros Eleftheriadis. Algorithmic Representation of Visual Information. In IEEE International Conference on Image Processing (ICIP), Santa Barbara, CA, October 1997.
Di Zhong, Shih-Fu Chang. Spatio-Temporal Video Search Using the Object Based Video Representation. In IEEE International Conference on Image Processing (ICIP), Santa Barbara, CA, October 1997.
Javier Zamora, Dimitris Anastassiou, Shih-Fu Chang, Koichi Shibata. Subjective Quality of Service Performance of Video-on-Demand under Extreme ATM Impairment Conditions. In International Workshop on Audio-Visual Services over Packet Networks (AVSPN), Pages 5-10, Aberdeen, United Kingdom, September 1997.
John R. Smith, Shih-Fu Chang. Multi-stage Classification of Images from Features and Related Text. In 4th Europe EDLOS Workshop, San Miniato, Italy, August 1997.
Alexandros Eleftheriadis. The MPEG-4 System Description Languages: From Practice to Theory. In IEEE International Symposium on Circuits and Systems (ISCAS'97) (Invited Paper), Hong Kong, June 1997.
Stephen Jacobs, Alexandros Eleftheriadis. Real-Time Dynamic Rate Shaping and Control for Internet Video Applications. In 1st IEEE Workshop on Multimedia Signal Processing (Invited Paper), Princeton, NJ, June 1997.
Daby Sow, Alexandros Eleftheriadis. Complexity Distortion Theory. In IEEE International Symposium on Information Theory and its Applications, Ulm, Germany, June 1997.
Di Zhong, Shih-Fu Chang. Video Object Model and Segmentation for Content-Based Video Indexing. In IEEE International Symposium on Circuits and Systems (ISCAS'97), Special Session on Networked Multimedia Technology and Application, Hong Kong, June 1997.
Stephen Jacobs, Alexandros Eleftheriadis. Adaptive Video Applications for Non-QoS Networks. In IFIP Fifth International Workshop on Quality of Service, New York, NY, May 1997.
Jae-Beom Lee, Alexandros Eleftheriadis. Motion Adaptive Model-Assisted Compatible Coding with Spatio-Temporal Scalability. In IS&T/SPIE Symposium on Electronic Imaging: Science and Technology (EI'97) - Visual Communications and Image Processing (VCIP), San Jose, CA, February 1997.
John R. Smith, Shih-Fu Chang. An Image and Video Search Engine for t