IBM research TRECVID-2008 video retrieval system

2008 TREC Video Retrieval Evaluation Notebook Papers

Volumn , Issue , 2008, Pages

  Natsev, Apostol ^a   Jiang, Wei ^b   Merler, Michele ^b   Smith, John R ^a   Tešić, Jelena ^a   Xie, Lexing ^a   Yan, Rong ^a  

^a IBM T J WATSON RESEARCH CENTER   (United States)

^b Fu Foundation School of Engineering and Applied Science   (United States)

Author keywords

Content based retrieval; Model vectors; Modelbased reranking; Multimedia indexing; Support vector machines

Indexed keywords

IMAGE RETRIEVAL; INDEXING (OF INFORMATION); NATURAL LANGUAGE PROCESSING SYSTEMS; PRINCIPAL COMPONENT ANALYSIS; SEARCH ENGINES; SEMANTIC WEB; SEMANTICS; SUPPORT VECTOR MACHINES; WEBSITES;

INDIVIDUAL COMPONENTS; LARGE-SCALE LEARNING; MODEL VECTORS; MULTIMEDIA INDEXING; PRINCIPAL COMPONENTS; RE-RANKING; STARTING PERFORMANCE; VIDEO RETRIEVAL SYSTEM;

C (PROGRAMMING LANGUAGE);

EID: 84905169799     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. S. Ayache and G. Quenot. Evaluation of active learning strategies for video indexing. In Proceedings of Fifth International Workshop on Content-Based Multimedia Indexing (CBMI'07), 2007.
2. M. Campbell, A. Haubold, M. Liu, A. P. Natsev, J. R. Smith, J. Tešić, L. Xie, R. Yan, and J. Yang. IBM research trecvid-2007 video retrieval system. In Proceedings of NIST TREC Video Retrieval Evaluation, Gaithersburg, MD, 2007.
3. S. Tang et al. Trecvid 2008 high-level feature extraction by MCG-ICT-CAS. In Proceedings of NIST TREC Video Retrieval Evaluation, Gaithersburg, MD, 2008.
4. Z. Liu, D. Gibbon, E. Zavesky, B. Shahraray, and P. Haffner. A fast, comprehensive shot boundary determination system. In Proc. of IEEE International Conference on Multimedia and Expo, 2007.
5. Y. Mass, M. Mandelbrod, E. Amitay, D. Carmel, Y. Maarek, and A. Soffer. JuruXML-an XML retrieval system. In INEX '02, Schloss Dagstuhl, Germany, Dec. 2002.
6. A. Natsev, M. R. Naphade, and J. Tešić. Learning the semantics of multimedia queries and concepts from a small number of examples. In ACM Multimedia, Singapore, November 2005.
7. B. Scholkopf, A. Smola, and K.R. Muller. Nonlinear Component Analysis as a Kernel Eigenvalue Problem. Neural Computation, 10(5):1299-1319, 1998.
8. Lexing Xie, Rong Yan, and Jun Yang. Multiconcept learning with large-scale multimedia lexicon. In IEEE Interational Conference on Image Processing (ICIP), San Diego, California, October 2008.
9. X. Zhu. Semi-Supervised Learning Literature Survey. Technical Report 1530, Computer Science, University of Wisconsin-Madison, 2005.