An Automatic System for Multiple Human Tracking & Actions Recognition in Office Environment

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 3, Issue , 2003, Pages 45-48

  Henry, Tan C C ^a   Ruwan Janapriya, E G ^a   De Silva, Liyanage C ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

Activities action recognition; Monocular; Multiple human objects; Skin color detection; Tacking in multiple cameras

Indexed keywords

CAMERAS; COMPUTER VISION; FEATURE EXTRACTION; IMAGE ENHANCEMENT; MOTION ESTIMATION; NEURAL NETWORKS; TRACKING (POSITION); VECTOR QUANTIZATION; VECTORS; VIDEO SIGNAL PROCESSING;

SKIN COLOR DETECTION;

OBJECT RECOGNITION;

EID: 0141788424     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Haibing Ren, Guangyou Xu, "Human action recognition in smart classroom", Automatic Face and Gesture Recognition, 2002. Proceedings of the Fifth IEEE International Conference, pp. 417422, 2002.
2. Sato, K., Aggarwal, J.K., "Tracking and recognizing two-person interactions in outdoor image sequences", Multi-Object Tracking, 2001. Proceedings of the 2001 IEEE Workshop, pp. 87-94, 2001.
3. Krumm J., Harris S., Meyers B., Brumitt B., Hale M., Shafer S., "Multi-camera multi-person tracking for EasyLiving", Visual Surveillance, 2000. Proceedings of the Third IEEE International Workshop, pp. 3-10, 2000
4. Madabhushi A., Aggarwal J.K., "A Bayesian approach to human activity recognition", Second IEEE Workshop on Visual Surveillance, pp. 25-32, 1999.
5. Haritaoglu I., Harwood D., Davis L.S., "Hydra: multiple people detection and tracking using silhouettes", Second IEEE Workshop on Visual Surveillance, pp. 6-13, 1999.
6. Rein-Lien Hsu, Abdel-Mottaleb M, Jain AK., "Face detection in color images", Pattern Analysis and Machine Intelligence, IEEE Transactions on, Volume: 24 Issue: 5, pp. 696-706, May 2002.
7. Terrillon J.C., Shiraz M.N., Fukamacih H., Akamatsu S., "Comparative performance of different skin chrominance models and chrominance spaces for the automatic detection of human faces in color images", Automatic Face and Gesture Recognition, 2000. Proceedings. Fourth IEEE International Conference, pp. 54-61, 2000
8. Hua R.C.K, De Silva L.C., Vadakkepat P., "Detection and Tracking of Faces in Real-Time Environments", Proceedings of 2002 International Conference on Imaging Science, Systems, and Technology (CISST02), Las Vegas, USA, June 24-27, 2002.
9. Yang Ming-hsuan, Narendra Ahuja, "Detection of human faces in color images", Proceedings of the International Conference on Image Processing, pp. 127-130, 1998.
10. Haykin S., "Linear Vector Quantization", in "Neural Networks: A Comprehensive Foundation", 2nd Ed., Prentice Hall, pp. 466-470, 1994.