Active learning based pedestrian detection in real scenes

Proceedings - International Conference on Pattern Recognition

Volumn 4, Issue , 2006, Pages 904-907

  Yang, Tao ^a   Li, Jing ^a   Pan, Quan ^a   Zhao, Chunhui ^a   Zhu, Yiqiang ^a  

^a NORTHWESTERN POLYTECHNICAL UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); COMPUTATIONAL COMPLEXITY; FEATURE EXTRACTION; REAL TIME CONTROL; ROBUST CONTROL;

ACTIVE LEARNING; FALSE NEGATIVE RATE (FNR); PEDESTRIAN DETECTION; REAL SCENES;

LEARNING SYSTEMS;

EID: 34147186135     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2006.208     Document Type: Conference Paper

References (7)

1. Collins et al. A System for Video Surveillance and Monitoring. VSAM Final Report, Technical report CMU-RI-TR-00-12, Carnegie Mellon University, May, 2000.
2. Rita Cucchiara, Costantino Grana,Massimo Piccardi, Andrea Prati, Detecting Moving Objects, Ghosts, and Shadows in Video Streams, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 25, No. 10, pp. 1337-1342, October 2003.
3. Viola, P., Jones, M.J., Snow, D., Detecting Pedestrians Using Patterns of Motion and Appearance, Proceedings of the IEEE International Conference on Computer Vision , Vol 2, pp.734-741, October 2003.
4. Viola, P. and Jones, M.J., Rapid object detection using a boosted cascade of simple features. Proceedings of the IEEE Computer Vision and Pattern Recognition Conference(CVPR'01), Vol 1, pp.511-516,2001.
5. Mikolajczyk, K., Schmid, C. and Zisserman, A., Human detection based on a probabilistic assembly of robust part detectors, Proceedings of the European Conf. on Computer Vision, Vol 1, pp.69-81, 2004.
6. Bo Wu, Nevatia, R, Detection of Multiple, Partially Occluded Humans in a Single Image by Bayesian Combination of Edgelet Part Detectors, Proceedings of the IEEE International Conference on Computer Vision, Vol 1, pp.90- 97, Oct 2005, Beijing, China.
7. Tao Yang, Stan Z.Li ,Quan Pan, JingLi. Real-time Multiple Object Tracking with Occlusion Handling in Dynamic Scenes. Proceedings of the IEEE Computer Vision and Pattern Recognition Conference, Vol 1, pp.970-975, San Diego, CA, USA.