Visual categorization with negative examples for free

MM'09 - Proceedings of the 2009 ACM Multimedia Conference, with Co-located Workshops and Symposiums

Volumn , Issue , 2009, Pages 661-664

  Li, Xirong ^a   Snoek, Cees G M ^a  

^a UNIVERSITY OF AMSTERDAM   (Netherlands)

Author keywords

Negative examples; Social tagging; Visual categorization

Indexed keywords

EMPIRICAL STUDIES; NEGATIVE EXAMPLES; PHOTO CATEGORIZATION; POSITIVE EXAMPLES; VISUAL CATEGORIZATION;

LABELING; METHOD OF MOMENTS; TECHNICAL PRESENTATIONS; VOLATILE ORGANIC COMPOUNDS;

MULTIMEDIA SYSTEMS;

EID: 72449191766     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1631272.1631382     Document Type: Conference Paper

References (13)

1. M. Everingham, L. Van Gool, C. Williams, J. Winn, and A. Zisserman. The PASCAL Visual Object Classes Challenge 2008.
2. X.-S. Hua and G.-J. Qi. Online multi-label active annotation: towards large-scale content-based video search. In ACM MM, pages 141-150, 2008.
3. L. Kennedy, S.-F. Chang, and I. Kozintsev. To search or to label?: predicting the performance of search-based automatic image classifiers In ACM MIR, pages 249-258, 2006.
4. L.-J. Li, G. Wang, and L. Fei-Fei. OPTIMOL: automatic online picture collection via incremental model learning. In CVPR, pages 1-8, 2007.
5. X. Li, C. Snoek, and M. Worring. Learning tag relevance by neighbor voting for social image retrieval. In ACM MIR, pages 180-187, 2008.
6. D. Lowe. Distinctive image features from scale-invariant keypoints. IJCV, 60(2):91-110, 2004.
7. A. Natsev, A. Haubold, J. Tešić, L. Xie, and R. Yan. Semantic concept-based query expansion and re-ranking for multimedia retrieval. In ACM MM, pages 991-1000, 2007.
8. D. Tax and R. Duin. Uniform object generation for optimizing one-class classifiers. JMLR, 2(2):155-173, 2002.
9. J. Uijlings, A. Smeulders, and R. Scha. Real-time bag-of-words, approximately. In CIVR, 2009.
10. A. Ulges, M. Koch, C. Schulze, and T. Breuel. Learning TRECVID'08 high-level features from YouTube. In TRECVID, 2008.
11. L. von Ahn and L. Dabbish. Labeling images with a computer game. In SIGCHI, pages 319-326, 2004.
12. K. Yanai and K. Barnard. Probabilistic web image gathering. In ACM MIR, pages 57-64, 2005.
13. R. Yang, A. Hauptmann, and R. Jin. Negative pseudo-relevance feedback in content-based video retrieval. In ACM MM, pages 343-346, 2003.