Recognizing activities from context and arm pose using finite state machines

2009 3rd ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2009

Volumn , Issue , 2009, Pages

  Teixeira, Thiago ^a   Jung, Deokwoo ^a   Dublon, Gershon ^a   Savvides, Andreas ^a  

^a YALE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ASSISTED LIVING; CONTEXT INFORMATION; EXISTING SYSTEMS; FINITE STATE MACHINES; HIGH PRECISION; INERTIAL SENSOR; LARGE-DIMENSION DATUM; MOTION FREQUENCY; RECOGNITION RATES; RECOGNITION SYSTEMS; SENSOR MEASUREMENTS; SMART HOMES;

CONTOUR FOLLOWERS; SENSOR NODES; SENSORS; TELECOMMUNICATION EQUIPMENT;

CAMERAS;

EID: 72149129460     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDSC.2009.5289370     Document Type: Conference Paper

References (28)

1. D. Ayers and M. Shah. Monitoring human behavior from video taken in an office environment. Image and Vision Computing, 19(12), Oct. 2001.
2. A. Bamis, D. Lymberopoulos, T. Teixeira, and A. Savvides. Towards precision monitoring of elders for providing assistive services. In PETRA'08: Proceedings of the 1st ACM international conference on PErvasive Technologies Related to Assistive Environments, pages 1-8, New York, NY, USA, 2008. ACM.
3. N. Bicocchi, M. Mamei, A. Prati, R. Cucchiara, and F. Zambonelli. Pervasive self-learning with multi-modal distributed sensors. In Self- Adaptive and Self-Organizing Systems Workshops, IEEE International Conference on, 2008.
4. M. Blank, L. Gorelick, E. Shechtman, M. Irani, and R. Basri. Actions as space-time shapes. Computer Vision, 2005. ICCV 2005. Tenth IEEE International Conference on, 2:1395-1402, Oct. 2005.
5. W. Brunette, J. Lester, A. Rea, and G. Borriello. Some sensor network elements for ubiquitous computing. In IPSN'05: Proceedings of the 4th international symposium on Information processing in sensor networks, 2005.
6. W. Dong, K. Y. Lim, Y. K. Goh, K. D. Nguyen, I.-M. Chen, S. H. Yeo, and B.-L. Duh. A low-cost motion tracker and its error analysis. Robotics and Automation, 2008. IEEE International Conference on, pages 311- 316, May 2008.
7. A. Efros, A. Berg, G. Mori, and J. Malik. Recognizing action at a distance. Computer Vision, 2003. ICCV 2003. Proceedings. Ninth IEEE International Conference on, pages 726-733, Oct. 2003.
8. K. Koskimies and E. Mkinen. Inferring state machines from trace diagrams. University of Tampere Department of Computer Science. Technical Report of the, A-1993-3, July 1993.
9. D. Lorenzoli, L. Mariani, and M. Pezzè. Inferring state-based behavior models. In WODA'06: Proceedings of the 2006 international workshop on Dynamic systems analysis, pages 25-32, New York, NY, USA, 2006. ACM.
10. D. Lymberopoulos, A. Ogale, A. Savvides, and Y. Aloimonos. A sensory grammar for inferring behaviors in sensor networks. In Proceedings of Information Processing in Sensor Networks, IPSN, April 2006.
11. D. Lymberopoulos, T. Teixeira, and A. Savvides. Detecting patterns for assisted living: A case study. In Proceedings of SensorComm, 2007.
12. U. Maurer, A. Smailagic, D. P. Siewiorek, and M. Deisher. Activity recognition and monitoring using multiple sensors on different body positions. In BSN'06: Proceedings of the International Workshop on Wearable and Implantable Body Sensor Networks, 2006.
13. G. Mori and J. Malik. Recovering 3d human body configurations using shape contexts. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 28(7):1052-1062, July 2006.
14. G. Mori, X. Ren, A. Efros, and J. Malik. Recovering human body configurations: combining segmentation and recognition. Computer Vision and Pattern Recognition. CVPR 2004. Proceedings of the 2004 IEEE Computer Society Conference on, 2:326-333, June-July 2004.
15. D. J. Patterson, D. Fox, H. Kautz, and M. Philipose. Fine-grained activity recognition by aggregating abstract object usage. In ISWC'05: Proceedings of the Ninth IEEE International Symposium on Wearable Computers, 2005.
16. M. Perkowitz, M. Philipose, K. Fishkin, and D. J. Patterson. Mining models of human activities from the web. In WWW'04: Proceedings of the 13th international conference on World Wide Web, 2004.
17. S. J. Preece, J. Y. Goulermas, L. P. J. Kenney, D. Howard, K. Meijer, and R. Crompton. Activity identification using body-mounted sensors: a review of classification techniques. Physiological Measurement, 30(4):R1-R33, 2009.
18. X. Ren, A. C. Berg, and J. Malik. Recovering human body configurations using pairwise constraints between parts. In Proc. 10th Int'l. Conf. Computer Vision, volume 1, pages 824-831, 2005.
19. L. Rodriguez-Benitez, J. Moreno-Garcia, J. Castro-Schez, C. Solana, and L. Jimenez. Action recognition in video sequences using a mealy machine. World Congress of Science, Engineering and Technology. Proceedings of the, 31:42-48, July 2008.
20. T. Teixeira, D. Jung, G. Dublon, and A. Savvides. Identifying people in camera networks using wearable accelerometers. In Pervasive Technologies Related to Assistive Environments (PETRA), 2009.
21. T. Teixeira, D. Jung, G. Dublon, and A. Savvides. PEM-ID: Identifying people by gait-matching using cameras and wearable accelerometers. In ACM/IEEE International Conference on Distributed Smart Cameras, 2009.
22. T. Teixeira and A. Savvides. Lightweight people counting and localizing in indoor spaces using camera sensor nodes. In ACM/IEEE International Conference on Distributed Smart Cameras, September 2007.
23. D. Wilson and C. Atkeson. Simultaneous tracking and activity recognition (star) using many anonymous, binary sensors. In In The Third International Conference on Pervasive Computing, 2005.
24. A. Yilmaz and M. Shah. Actions sketch: a novel action representation. Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on, 1:984-989, June 2005.
25. J. Yin, Q. Yang, and J. Pan. Sensor-based abnormal human-activity detection. Knowledge and Data Engineering, IEEE Transactions on, 20(8), Aug. 2008.
26. J. Yin, Q. Yang, D. Shen, and Z.-N. Li. Activity recognition via usertrace segmentation. ACM Trans. Sen. Netw., 4(4):1-34, 2008.
27. V. M. Zatsiorsky. Kinematics of Human Motion. Human Kinetics Publishers, September 1997.
28. R. Zhu and Z. Zhou. A real-time articulated human motion tracking using tri-axis inertial/magnetic sensors package. volume 12, pages 295- 302, June 2004.