MediaCCNY at TRECVID 2012: Surveillance event detection

2012 TREC Video Retrieval Evaluation Notebook Papers

Volumn , Issue , 2012, Pages

  Yang, Xiaodong ^a   Yi, Chucai ^b   Cao, Liangliang ^c   Tian, Yingli ^a,b  

^a CITY UNIVERSITY OF NEW YORK   (United States)

^b CITY UNIVERSITY OF NEW YORK   (United States)

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

Author keywords

[No Author keywords available]

Indexed keywords

CAMERAS; SUPPORT VECTOR MACHINES;

EVENT DETECTION; FEATURE MAP; IMBALANCED DATA; SPATIAL PRIORS; SPATIO-TEMPORAL FEATURES; TEMPORAL WINDOWS; TRAINING AND TESTING; TRAINING DATA;

IMAGE RETRIEVAL;

EID: 84905216341     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. H. Bay, A. Ess, and L. Gool. SURF: Speed Up Robust Features. Computer Vision and Image Understanding, 2008.
2. A. Bobick and J. Davis. The Recognition of Human Movement Using Temporal Templates. IEEE Trans. on Pattern Analysis and Machine Intelligence, 2001.
3. K. Chatfield, V. Lemtexpitsky, A. Vedaldi, and A. Zisserman. The Devil Is in the Details: An Evaluation of Recent Feature Encoding Methods. British Machine Vision Conference, 2011.
4. R. Fan, K. Chang, C. Hsieh, X. Wang, and C. Lin. LIBLINEAR: A Library for Large Linear Classification. Journal of Machine Learning Research, 2008.
5. I. Laptev. On Space-Time Interest Points. International Journal of Computer Vision, 2005.
6. L. Liu, L. Wang, and X. Liu. In Defense of Soft-Assignment Coding. International Conference on Computer Vision, 2011.
7. S. Lazebnik, C. Schmid, and J. Ponce. Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories. IEEE Conference on Computer Vision and Pattern Recognition, 2006.
8. M. Michel, J. Fiscus, and P. Over. TRECVID 2011 Video Surveillance Event Detection Task. NIST TRECVID Workshop, 2011.
9. A. Smeaton, P. Over, and W. Kraaij. Evaluation Campaigns and TRECVID. ACM Workshop on Multimedia Information Retrieval, 2006.
10. Y. Tian, L. Cao, Z. Liu, and Z. Zhang. Hierarchical Filtered Motion for Action Recognition in Crowded Videos. IEEE Trans. on Systems, Man, and Cybernetics - Part C: Applications and Reviews, 2011.
11. A. Vedaldi and A. Zisserman. Efficient Additive Kernels via Explicit Feature Maps. IEEE Trans. on Pattern Analysis and Machine Intelligence, 2012.