Modeling local interest points for semantic detection and video search at TRECVID 2006

2006 TREC Video Retrieval Evaluation Notebook Papers

Volumn , Issue , 2006, Pages

  Jiang, Yu Gang ^a   Wei, Xiaoyong ^a   Ngo, Chong Wah ^a   Tan, Hung Khoon ^a   Zhao, Wanlei ^a   Wu, Xiao ^a  

^a CITY UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

FEATURE EXTRACTION; VECTOR SPACES;

EARTH MOVER'S DISTANCE; HIGH-LEVEL FEATURE EXTRACTIONS; LOCAL DESCRIPTION; MULTIMEDIA DATABASE; OBJECT DETECTION AND RECOGNITION; SEMANTIC CONCEPT; VECTOR SPACE MODELS; VISUAL DICTIONARIES;

SEMANTICS;

EID: 84905198863     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. Y.-G. Jiang, W.-L. Zhao, and C.-W. Ngo, "Exploring semantic concept using local invariant features, " in Asia-Pacific Wrokshop on Visual Information Processing, 2006.
2. D. Lowe, "Distinctive image features from scale-invariant keypoints, " International Journal on Computer Vision, vol. 60, no. 2, pp. 91-110, 2004.
3. Y. Ke and R. Sukthankar, "PCA-SIFT: A more distinctive representation for local image descriptors, " in Computer Vision and Pattern Recognition, 2004.
4. J. Sivic and A. Zisserman, "Video google: A text retrieval approach to object matching in videos, " in International Conference on Computer Vision, 2003.
5. J. C. Platt, "Probabilities for sv machines, " Advances in Large Margin Classifiers, pp. 61-74, 2000.
6. P. Indyk and N. Thaper, "Fast image retrieval via embeddings, " in 3rd Int. Workshop on Statistical and Computational Theories of Vision, 2003.
7. K. Grauman and T. Darrell, "Efficient image matching with distribution of local invariant features, " in Computer Vision and Pattern Recognition, 2005.
8. S. Robertson and S. Walker, "Okapi/keenbow at trec-8, " in The Eighth Text REtrieval Conference (TREC-8), 2005, pp. 151-163.
9. The Lemur Toolkit for Language Modeling and Information Retrieval, in http://www. lemurproject. org/.
10. A. Natsev, M. Naphade, and J. Tesic, "Learning the semantics of multimedia queries and concepts from a small number of examples, " in ACM Multimedia Conference, 2005, pp. 598-607.
11. G. Miller, "Wordnet: An on-line lexical database, " International Journal of Lexicography, 1995.
12. A. Ratnaparkhi, "A simple introduction to maximum entropy models for natural language processing, " in Technical Report 97-08, Institute for Research in Cognitive Science, University of Pennsylvania, 1997.
13. M. Lesk, "Automatic sense disambiguation using machine readable dictionaries: how to tell a pine code from an ice cream cone, " in Proceedings of the 5th annual international conference on Systems documentation, ACM Press, 1986, pp. 24-26.