Columbia university TRECVID-2006 video search and high-level feature extraction

2006 TREC Video Retrieval Evaluation Notebook Papers

Volumn , Issue , 2006, Pages

  Chang, Shih Fu ^a   Hsu, Winston ^a   Jiang, Wei ^a   Kennedy, Lyndon ^a   Xu, Dong ^a   Yanagawa, Akira ^a   Zavesky, Eric ^a  

^a Digital Video and Multimedia Lab Department of Electrical Engineering Columbia University ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COLUMBIA UNIVERSITY; COMPARATIVE PERFORMANCE ANALYSIS; HIGH-LEVEL FEATURE EXTRACTIONS; INDIVIDUAL COMPONENTS; TRECVID; VIDEO SEARCH;

FEATURE EXTRACTION;

EID: 84905189055     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. Akira Yanagawa, Winston Hsu, Shih-Fu Chang, "Brief Descriptions of Visual Features for Baseline TRECVID Concept Detectors, " ADVENT Technical Report #219-2006-5 Columbia University, July 2006.
2. 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, Singapore, 2005.
3. Winston Hsu, Lyndon Kennedy, Shih-Fu Chang, "Video Search Reranking via Information Bottleneck Principle, " In ACM Multimedia, Santa Barbara, CA, USA, 2006.
4. 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.
5. Lyndon Kennedy, Apostol (Paul) Natsev, Shih-Fu Chang, "Automatic Discovery of Query Class Dependent Models for Multimodal Search, " In ACM Multimedia, Singapore, November 2005.
6. Apostol Natsev, Milind R. Naphade, and Jelena Tesic, "Learning the semantics of multimedia queries and concepts from a small number of examples, " in ACM Multimedia, Singapore, 2005, pp. 598-607.
7. Zhu Liu, David Gibbon, Eric Zavesky, Behzad Shahraray, Patrick Haffner, "AT&T RESEARCH AT TRECVID 2006. " Notebook Paper. NIST TRECVID Workshop, Gaithersburg, MD, November 2006.
8. LSCOM Lexicon Definitions and Annotations Version 1. 0, DTO Challenge Workshop on Large Scale Concept Ontology for Multimedia, Columbia University ADVENT Technical Report #217-2006-3, March 2006.
9. Cees G. M. Snoek, Marcel Worring, Jan C. van Gemert, Jan-Mark Geusebroek, and Arnold W. M. Smeulders. The Challenge Problem for Automated Detection of 101 Semantic Concepts in Multimedia. In Proceedings of ACM Multimedia, Santa Barbara, USA, October 2006.
10. M. Naphade, L. Kennedy, J. Kender, S.-F. Chang, J. Smith, P. Over, A. Hauptmann (2005). "A Light Scale Concept Ontology for Multimedia Understanding for TRECVID 2005. " IBM Research Report RC23612 (W0505-104), May, 2005.
11. 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.
12. S. Lazebnik, C. Schmid, J. Ponce, "Beyond bags features: spatial pyramid matching for recognizing natural scene categories, " IEEE Intl' Conf. on Computer Vision and Pattern Recognition, New York, 2006.
13. W. Jiang, S.-F. Chang, and A. 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.
14. D. Xu and S.-F. Chang, "Visual Event Recognition in News Video using Kernel Methods with Multi-Level Temporal Alignment, " submitted for publication.
15. A. Yanagawa, S.-F. Chang, and W. Hsu, "Columbia University's Baseline Detectors for 374 LSCOM Semantic Visual Concepts, " Columbia University ADVENT Technical Report #222-2006-8, March 2007. (download URL: www. ee. columbia. edu/dvmm/Columbia-374)