Dual-camera system for multi-level activity recognition

2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

Volumn 1, Issue , 2004, Pages 643-648

  Bodor, Robert ^a   Morlok, Ryan ^a   Papanikolopoulos, Nikolaos ^a  

^a UNIVERSITY OF MINNESOTA   (United States)

Author keywords

Active camera; Active vision; Activity recognition; Pan tilt zoom systems; Real time tracking

Indexed keywords

ACTIVE CAMERAS; ACTIVE VISION; ACTIVITY RECOGNITION; PAN/TILT/ZOOM SYSTEMS; REAL TIME TRACKING;

ALGORITHMS; CAMERA LENSES; COMPUTER CONTROL; COMPUTER SIMULATION; ERROR COMPENSATION; IMAGE SEGMENTATION; KINEMATICS; MATRIX ALGEBRA; OBJECT RECOGNITION; REAL TIME SYSTEMS; TRACKING (POSITION); VIDEO CAMERAS;

COMPUTER VISION;

EID: 14044257902     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (31)

1. Ben-Arie, J., Wang, Z., Pandit, P., and Rajaram, S., "Human Activity Recognition Using Multidimensional Indexing," IEEE Transactions on Pattern Analysis and Machine Intelligence,vol. 24, No. 8, August 2002.
2. Beymer, D. and Konolige, K., "Real-Time Tracking of Multiple People Using Continuous Detection," Proc. Of the Intl. Conference on Computer Vision, 1999.
3. Bodor, R., Jackson, B., and Papanikolopoulos, N., "Vision-Based Human Tracking and Activity Recognition," Proc. of 11th Mediterranean Conf. on Control and Automation, June 2003.
4. Bodor, R., Jackson, B., Masoud, O., and Papanikolopoulos, N., "Image-Based Reconstruction for View-Independent Human Motion Recognition," Proc. of the IEEE/RJS Intl. Conf. on Intelligent Robots and Systems, October 27-31, 2003.
5. Bregler, C., "Learning and Recognizing Human Dynamics in Video Sequences," IEEE Conf. on Computer Vision and Pattern Recognition, pp 568-574, 1997.
6. Cao, D., Masoud, O., Boley, D., and Papanikolopoulos, N., "Motion Classification Using Support Vector Machines (Intermediate Report, Version 0.2)," Technical Report, Dept. of Computer Science and Engineering, University of Minnesota, 2003.
7. Collins, R.T., Amidi, O., and Kanade, T., "An Active Camera System for Acquiring Multi-View Video," Proceedings of the 2002 International Conference on Image Processing, pp. 517-520, September 2002.
8. Craig, J.J., Introduction to Robotics: Mechanics and Control. 2nd Edition, Addison Wesley, 1989.
9. Cretual, A., Chaumette, F. and Bouthemy, P., "Complex Object Tracking by Visual Servoing Based on 2D Image Motion," Proc. of the IAPR Intl. Conf. on Pattern Recognition, vol 2, pp 1251-1254, Australia, August 1998.
10. Cutler, R. and Turk, M., "View-Based Interpretation of Real-Time Optical Flow for Gesture Recognition," Proc. Third IEEE Conference on Face and Gesture Recognition, Japan, April 1998.
11. Daniilidis, K., Krauss, C., Hansen, M. and Sommer, G., "Real-Time Tracking of Moving Objects with an Active Camera," Real-Time Imaging,vol. 4, 1998.
12. Davis, J. and Chen, X., "Calibrating Pan-Tilt Cameras in Wide-Area Surveillance Networks," Proc. of the IEEE International Conference on Computer Vision, 2003.
13. Elgammal, A., Duraiswami, R., Harwood, D., and Davis, L.S., "Background and Foreground Modeling Using Nonparametric Kernel Density Estimation for Visual Surveillance," Proc. of the IEEE,vol. 90, No. 7, July, 2002.
14. Eveland, C., Konolige, K., and Bolles, R., "Background Modeling for Segmentation of Video-Rate Stereo Sequences," Conference on Vision and Pattern Recognition, Santa Barbara, CA, June 1998.
15. Fablet, R. and Black, M.J., "Automatic Detection and Tracking of Human Motion with a View-Based Representation," European Conf. On Computer Vision, ECCV'02, May 2002.
16. Gasser, G., Bird, N., Masoud, O., and Papanikolopoulos, N.P., "Human Activity Monitoring at Bus Stops,", IEEE International Conference on Robotics and Automation, April 2004. (To appear).
17. Gerkey, B.P., Vaughan, R.T., and Howard, A., "The Player/Stage Project: Tools for Multi-Robot and Distributed Sensor Systems," Proc. of the Intl. Conf. on Advanced Robotics, Portugal, July 2003.
18. Haritaoglu, I., Harwood, D., and Davis, L., "W4: Real-Time Surveillance of People and Their Activities," IEEE Trans. on Pattern Recognition and Machine Intelligence, August 2000.
19. Lin, C.W., Wang, C.M., Chang, Y.J., and Chen, Y.C., "Realtime Object Extraction and Tracking with an Active Camera using Image Mosaics," Proc. of the IEEE Int. Workshop on Multimedia Signal Processing, December 2002.
20. Masoud, O. and Papanikolopoulos, N.P., "A Method for Human Action Recognition", Image and Vision Computing, Volume 21, No. 8, pp 729-743, 2003.
21. Maurin, B., Masoud, O., and Papanikolopoulos, N., "Monitoring Crowded Traffic Scenes," Proc. of the IEEE 5th Int. Conf. On Intelligent Transportation Systems (ITSC 2002), pp 19-24, Singapore, September 3-6, 2002.
22. McKenna, S., Jabri, S., Duric, Z., and Wechsler, H., "Tracking Interacting People," Proc. Automatic Face and Gesture, pp. 348-353, Grenoble, France, March 2000.
23. Murray, D. and Basu, A., "Motion Tracking with an Active Camera," IEEE Transactions on Pattern Analysis and Machine Intelligence,vol. 16, No. 5, May 1994.
24. Nelson, B. and Khosla P.K., "Increasing the Tracking Region of an Eye-in-Hand System by Singularity and Joint Limit Avoidance," Proceedings of the IEEE International Conference on Robotics and Automation, pp. 418-23,vol. 3, 1993.
25. Oliver, N., Rosario, B., and Pentland, A., "A Bayesian Computer Vision System for Modeling Human Interactions," IEEE Transactions on Pattern Analysis and Machine Intelligence,vol.22, No.8 August 2000.
26. Polana, R. and Nelson, R., "Nonparametric Recognition of Nonrigid Motion," Technical Report, University of Rochester, New York, 1994.
27. Resales, R. and Sclaroff, S., "3D Trajectory Recovery for Tracking Multiple Objects and Trajectory Guided Recognition of Actions," Proc. of IEEE Conf. On Computer Vision and Pattern Recognition, June 1999.
28. Stamer, T. and Pentland, A., "Real-Time American Sign Language Recognition from Video Using Hidden Markov Models," Proc. of the Intl. IEEE Symposium on Computer Vision, Florida, 1995.
29. Stauffer, C. and Grimson, W.E., "Learning Patterns of Activity Using Real-Time Tracking," IEEE Transactions on Pattern Analysis and Machine Intelligence,vol. 22, No. 8, August, 2000.
30. Wren, C.R., Azarbayejani, A., Darrell, T., and Pentland, A.P., "Pfinder: Real-Time Tracking of the Human Body," IEEE Transactions on Pattern Analysis and Machine Intelligence,vol. 19, No. 7, July 1997.
31. Zhou, X., Collins, R., Kanade, T., and Metes, P., "A Master-Slave System to Acquire Biometric Imagery of Humans at Distance," ACM International Workshop on Video Surveillance, November 2003.