A cascade SVM approach for head-shoulder detection using histograms of oriented gradients

Proceedings - IEEE International Symposium on Circuits and Systems

Volumn , Issue , 2009, Pages 1791-1794

  Xifeng, Ding ^a   Hui, Xu ^a   Peng, Cui ^a   Lifeng, Sun ^a   Shiqiang, Yang ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CAMERA SELF-CALIBRATION; CASCADE SVM; DETECTION WINDOWS; SALIENT FEATURES; SHOULDER DETECTION; SURVEILLANCE VIDEO; TARGET LOCATION; TRECVID; TWO STAGE;

LARGE SCALE SYSTEMS; LOCATION; SECURITY SYSTEMS; SHOULDERS (ROAD); SUPPORT VECTOR MACHINES; WINDOWS;

DETECTORS;

EID: 70350179493     PISSN: 02714310     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCAS.2009.5118124     Document Type: Conference Paper

References (10)

1. http://www-nlpir.nist.gov/projects/tv2008.
2. P. Viola., M.Jones, D.Snow, "Detecting Pedestrians Using Patterns of Motion and Appearance," IEEE International Conference on Computer Vision, Vol. 1, pp. 734-741, 2003.
3. P. Viola, M. Jones, "Rapid Object Detection Using a Boosted Cascade of Simple Features," IEEE Conference on Computer Vision and Pattern Recognition, pp. 511-518, 2001.
4. C. Papageorgiou, T. Poggio, "A Trainable System for Object Detection," International Journal of Computer Vision, pp. 15-33, 2000.
5. N. Dalal, B. Triggs, "Histogramss of Oriented Gradients for Human Detection," IEEE Conference on Computer Vision and Pattern Recognition, Vol.2, pp. 886-893, 2005.
6. Q. Zhu, M. Yeh, K. Cheng, S. Avidan, "Fast Human Detection Using a Cascade of Histogramss of Oriented Grad," IEEE Conference on Computer Vision and Pattern Recognition, 2006.
7. W. Zhang, G. Zelinsky, D. Samaras, "Real-time Accurate Object Detection Using Multiple Resolutions," IEEE International Conference on Computer Vision, 2007.
8. A. Mohan, C. Papageorgiou, T. Poggio, "Example-Based Object Detection in Images By Components," IEEE Transactions on Pattern Analysis and Machine Intelligence, pp.349-361, 2001.
9. H. Schneiderman, T. Kanade, "Object Detection Using the Statistics of Parts," IEEE International Conference on Computer Vision, pp.151-177, 2004.
10. F. Lv, T. Zhao, R, Nevatia, "Camera Calibration from Video of a Walking Human," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 28, pp.1513-1518, 2006