Explicit and implicit concept-based video retrieval with bipartite graph propagation model

MM'10 - Proceedings of the ACM Multimedia 2010 International Conference

Volumn , Issue , 2010, Pages 939-942

  Bao, Lei ^a,b,c   Cao, Juan ^a   Zhang, Yongdong ^a   Li, Jintao ^a   Chen, Ming Yu ^b   Hauptmann, Alexander G ^b  

^a INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

^b Carnegie Mellon University   (United States)

^c UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

Author keywords

bipartite graph; explicit concept; implicit concept; semantic gap

Indexed keywords

BIPARTITE GRAPHS; BOTTOM UP APPROACH; CONCEPT LEXICON; CONCEPT-BASED; CONTENT-BASED VIDEO RETRIEVAL; DATA SETS; EXPLICIT CONCEPT; EXPLICIT SEMANTICS; IMPLICIT CONCEPT; PROPAGATION MODELS; SEARCH TASKS; SEMANTIC GAP; TOP-DOWN METHODS; TOPDOWN; VIDEO RETRIEVAL;

IMAGE RETRIEVAL; LOCOMOTIVES; RAILROAD CARS; SEMANTICS;

GRAPH THEORY;

EID: 78650994996     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1873951.1874118     Document Type: Conference Paper

References (10)

1. C. G.M. Snoek and M. Worring. Concept-Based Video Retrieval. Foundations and Trends in Information Retrieval: 2(4), 215-322, 2009.
2. A. G. Hauptmann, et al. Video Retrieval Based on Semantic Concepts. Proceedings of the IEEE : 96(4), 602-622, 2008.
3. A. G. Hauptmann, R. Yan, W. H. Lin, and H. Wactlar. Can high-level concepts fill the semantic gap in video retrieval? IEEE Transactions on Multimedia: 9(5), 958-966, 2007.
4. Y.G. Jiang, C.W. Ngo, and S.F. Chang. Semantic Context Transfer across Heterogeneous Sources for Domain Adaptive
5. X.G. Rui, M.J. Li, Z.W. Li, W.Y. Ma, Bipartite graph reinforcement model for web image annotation, In. Proc. of ACM Multimedia, 585-594, 2008.
6. D. Blei, A. Ng, and M. Jordan. Latent dirichlet allocation. Journal of Machine Learning Research, 3, 2003.
7. R. Zhao, et al. Narrowing the semantic gap-improved text-based web document retrieval using visual features. IEEE Transactions on Multimedia: 4(2), 189-200, 2002
8. J. Cao, Y.D. Zhang, B.L. Feng, X.F Hua, L. Bao, X. Zhang and J.T. Li. MCG-ICT-CAS TRECVID2008 Search Task Report. In. Proc. of TRECVID Workshop, 2008.
9. R. Yan, A. G. Hauptmann. Probabilistic Latent Query Analysis for Combining Multiple Retrieval Sources. In Proc. of ACM SIGIR, 324-331, 2006
10. Y.G. Jiang, A. Yanagawa, S.F. Chang, and C.W. Ngo. CUVIREO374: Fusing Columbia374 and VIREO374 for Large Scale Semantic Concept Detection, Columbia University ADVENT Technical Report #223-2008-1, Aug. 2008.