Columbia-UCF TRECVID2010 Multimedia Event Detection: Combining multiple modalities, contextual concepts, and temporal matching

2010 TREC Video Retrieval Evaluation Notebook Papers

Volumn , Issue , 2010, Pages

  Jiang, Yu Gang ^a   Zeng, Xiaohong ^a   Ye, Guangnan ^a   Bhattacharya, Subhabrata ^b   Ellis, Dan ^a   Shah, Mubarak ^b   Chang, Shih Fu ^a  

^a Department of Electrical Engineering Columbia University ^*  (United States)

^b UNIVERSITY OF CENTRAL FLORIDA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPARATIVE ANALYSIS; COMPLEMENTARY FEATURES; DIFFUSION ALGORITHM; EARTH MOVER'S DISTANCE; MULTIMEDIA EVENT DETECTIONS; MULTIPLE MODALITIES; SPATIAL-TEMPORAL FEATURES; USER-GENERATED VIDEO;

IMAGE RETRIEVAL;

EID: 84905161670     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. S.-F. Chang, D. Ellis, W. Jiang, K. Lee, A. Yanagawa, A. C. Loui, J. Luo, "Large-scale multimodal semantic concept detection for consumer video, " ACM MIR, 2007.
2. J. Liu, J. Luo, M. Shah, "Recognizing realistic actions from videos 'in the wild', " CVPR, 2009.
3. D. Xu, S.-F. Chang, "Video event recognition using kernel methods with multi-level temporal alignment, " IEEE Trans. on PAMI, vol. 30, no. 11, pp. 1985-1997, 2008.
4. D. G. Lowe, "Distinctive image features from scale-invariant keypoints, " IJCV, vol. 60, no. 2, pp. 91-110, 2004.
5. K. Mikolajczyk, C. Schmid, "Scale and affine invariant interest point detectors, " IJCV, vol. 60, no. 1, pp. 63-86, 2004.
6. Y.-G. Jiang, J. Yang, C.-W. Ngo, A. G. Hauptmann, "Representations of keypoint-based semantic concept detection: a comprehensive study, " IEEE Trans. on Multimedia, vol. 12, no. 1, pp. 42-53, 2010.
7. I. Laptev, "On space-time interest points, " IJCV, vol. 64, no. 2, pp. 107-123, 2005.
8. S. Lazebnik, C. Schmid, J. Ponce, "Beyond bags of features: spatial pyramid matching for recognizing natural scene categories, " CVPR, 2006.
9. Y.-G. Jiang, C.-W. Ngo, J. Yang, "Towards optimal bag-of-features for object categorization and semantic video retrieval, " ACM CIVR, 2007.
10. Y. Rubner, C. Tomasi, L. J. Guibas, "A metric for distributions with applications to image databases, " ICCV, 1998.
11. Y.-G. Jiang, J. Wang, S.-F. Chang, C.-W. Ngo, "Domain adaptive semantic diffusion for large scale context-based video annotation, " ICCV, 2009.
12. P. Viola, M. Jones, "Rapid object detection using a boosted cascade of simple features, " CVPR, 2001.
13. M. Marszalek, I. Laptev, C. Schmid, "Actions in context, " CVPR, 2009.
14. J. Liu, Y. Yang, M. Shah, "Learning semantic visual vocabularies using diffusion distance, " CVPR, 2009.
15. W. Jiang, C. Cotton, S.-F. Chang, D. Ellis, A. C. Loui, "Short-term audio-visual atoms for generic video concept classification, " ACM Multimedia, 2009.