Multi-person interaction and activity analysis: A synergistic track- and body-level analysis framework

Machine Vision and Applications

Volumn 18, Issue 3-4, 2007, Pages 151-166

  Park, Sangho ^a   Trivedi, Mohan M ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Activity analysis; Context switching; Event hierarchy; Personal space; Two level framework; Video surveillance

Indexed keywords

IMAGE SENSORS; IMAGING SYSTEMS; ONTOLOGY; SURVEILLANCE RADAR; VIDEO SIGNAL PROCESSING;

ACTIVITY ANALYSIS; BODY-LEVEL ANALYSIS; CAMERA SENSORS; CONTEXT SWITCHING; EVENT HIERARCHY; MULTI-PERSON INTERACTION; PERSONAL SPACE;

TRACKING (POSITION);

EID: 34249876892     PISSN: 09328092     EISSN: 14321769     Source Type: Journal    
DOI: 10.1007/s00138-006-0055-x     Document Type: Article

References (29)

1. Aggarwal, J.K., Cai, Q.: Human motion analysis: a review. Comput. Vis. Image Underst. 73(3), 295-304 (1999)
2. Allen, J.F., Ferguson, G.: Actions and events in interval temporal logic. J. Logic Comput. 4(5), 531-579 (1994)
3. Altman, I.: The environment and social behavior: privacy, personal space, territory, crowding. Irving Publishers, New York (1981)
4. Chalidabhongse, T., Kim, K., Harwood, D., Davis, L.: A perturbation method for evaluating background subtraction algorithms. In: Joint IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance. Nice, France (2003)
5. Gavrila, D.: The visual analysis of human movement: a survey. Comput. Vis. Image Underst. 73(1), 82-98 (1999)
6. Hall, D., Nascimento, J., Ribeiro, P., Andrade, E., Moreno, P., Pesnel, S., List, T., Emonet1, R., Fisher, R., Victor, J.S., Crowley, J.: Comparison of target detection algorithms using adaptive background models. In: IEEE VS-PETS. Beijing, China (2005)
7. Haritaoglu, I., Harwood, D., Davis, L.S.: W4: Real-time surveillance of people and their activities. IEEE Trans. Pattern Anal. Mach. Intell. 22(8), 797-808 (2000)
8. Huang, K.S., Trivedi, M.M.: 3D shape context based gesture analysis integrated with tracking using omni video array. In: Proceedings of the IEEE Workshop on Vision for Human-Computer Interaction (V4HCI). San Diego, USA (2005)
9. Kim, K., Chalidabhongse, T, Harwood, D., Davis, L.: Real-time foreground-background segmentation using code-book model. Real Time Imaging 11, (2005)
10. Kojima, A., Tamura, T., Fukunaga, K.: Textual description of human activities by tracking head and hand motions. In: International Conference on Pattern Recognition, vol. 2, pp. 1073-1077 (2002)
11. Makris, D., Ellis, T., Black, J.: Learning scene semantics. In: ECOVISION 2004 Early Cognitive Vision Workshop. Isle of Skye, Scotland, UK (2004)
12. McKenna, S.J., Jabri, S., Duric, Z., Wechsler, H.: Tracking interacting people. In: 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), pp. 348-353 (2000)
13. Moeslund, T., Granum, E.: A survey of computer vision-based human motion capture. Comput. Vis. Image Underst. 81(3), 231-268 (2001)
14. Oliver, N., Horvitz, E., Garg, A.: Layered representations for human activity recognition. In: Proceedings of the IEEE International Conference on Multimodal Interfaces, pp. 3-8 (2002)
15. Oliver, N.M., Rosario, B., Pentland, A.P.: A Bayesian computer vision system for modeling human interactions. IEEE Trans. Pattern Anal. Mach. Intell. 22(8), 831-843 (2000)
16. Park, S., Aggarwal, J.K.: A hierarchical bayesian network for event recognition of human actions and interactions. Multimedia Systems: Special Issue on Video Surveillance, pp. 164-179 (2004)
17. Park, S., Aggarwal, J.K.: Semantic-level understanding of human actions and interactions using event hierarchy. In: IEEE Workshop on Articulated and Nonrigid Motion. Washington, DC, USA (2004)
18. Park, S., Aggarwal, J.K.: Simultaneous tracking of multiple body parts of interacting persons. Comput. Vis. Image Underst. 102(1), 1-21 (2006)
19. Park, S., Trivedi, M.M.: A track-based human movement analysis and privacy protection system adaptive to environmental contexts. In: IEEE International Conference on Advanced Video and Signal based Surveillance. Como, Italy (2005)
20. Rabiner, L.: A tutorial on hidden markov models and selected applications in speech recognition. Proc. IEEE 77(2), 257-286 (1989)
21. Remagnino, P., Shihab, A., Jones, G.: Distributed intelligence for multi-camera visual surveillance. Pattern Recognit.: Special Issue on Agent-Based Computer Vision 37(4), 675-689 (2004)
22. Sommer, R.: Personal Space: The Behavioral Basis of Design. Prentice Hall, Englewood Cliffs (1969)
23. Trivedi, M., Mikic, I., Bhonsle, S.: Active camera networks and semantic event databases for intelligent environments. In: IEEE Workshop on Human Modeling, Analysis and Synthesis. Hilton Read, South Carolina (2000)
24. Trivedi, M.M., Gandhi, T., Huang, K.: Distributed interactive video arrays for event capture and enhanced situational awareness. IEEE Intelligent Systems, Special Issue on Artificial Intelligence for Homeland Security (2005)
25. Trivedi, M.M., Huang, K.S., Mikic, I.: Dynamic context capture and distributed video arrays for intelligent spaces. IEEE Trans. Syst. Man Cybern. Part A 35(1), 145-163 (2005)
26. Valera, M., Velastin, S.: Intelligent distributed surveillance systems: a review. IEEE Proc. Vis. Image Signal Process. 152(2), 192-204 (2005)
27. Velastin, S., Boghossian, B., Lo, B., Sun, J., Vicencio-Silva, M.: Prismatica: toward ambient intelligence in public transport environments. IEEE Trans. Syst. Man Cybern. Part A 35(1), 164-182 (2005)
28. Williams, E.: Regression Analysis. Wiley, New York (1959)
29. Zhao, T., Nevatia, R.: Tracking multiple humans in complex situations. IEEE Trans. Pattern Anal. Mach. Intell. 26(9), 1208-1221 (2004)