Common sense based joint training of human activity recognizers

IJCAI International Joint Conference on Artificial Intelligence

Volumn , Issue , 2007, Pages 2237-2242

  Wang, Shiaokai ^a   Pentney, William ^a   Popescu, Ana Maria ^a   Choudhury, Tanzeem ^b   Philipose, Matthai ^b  

^a UNIVERSITY OF WASHINGTON   (United States)

^b INTEL CORPORATION   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACTION CLASSIFIER; COMMON SENSE; DISCRIMINATIVE MODELS; HUMAN ACTIVITIES; LABELED DATA; LEARNING ACTIVITY MODELS; PERSONAL SENSORS;

ARTIFICIAL INTELLIGENCE;

SENSORS;

EID: 84880903286     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. Ling Bao and Stephen S. Intille. Activity recognition fromuser-annotated acceleration data. In Pervasive 2004, pages 1-17, 2004.
2. Thi V. Duong, Hung Hai Bui, Dinh Q. Phung, and Svetha Venkatesh. Activity recognition and abnormality detection with the switching hidden semimarkov model. In CVPR, pages 838-845, 2005.
3. Kenneth P. Fishkin, Matthai Philipose, and Adam Rea. Hands-on RFID: Wireless wearables for detecting use of objects. In ISWC 2005, pages 38-43, 2005.
4. Nir Friedman. The Bayesian structural EM algorithm. In UAI, pages 129-138, 1998.
5. Jonathan Lester, Tanzeem Choudhury, Nicky Kern, Gaetano Borriello, and Blake Hannaford. A hybrid discriminative/generative approach for modeling human activities. In IJCAI 2005, pages 766-772, 2005.
6. Darnell J. Moore, Irfan A. Essa, and Monson H. Hayes. Exploiting human actions and object context for recognition tasks. In ICCV, pages 80-86, 1999.
7. J. Pearl. Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. Morgan Kaufmann, 1988.
8. Mike Perkowitz, Matthai Philipose, Kenneth P. Fishkin, and Donald J. Patterson. Mining models of human activities fromthe web. In WWW, pages 573-582, 2004.
9. M. Philipose, K.P. Fishkin, M. Perkowitz, D.J. Patterson, H. Kautz, and D. Hahnel. Inferring activities from interactions with objects. IEEE Pervasive Computing Magazine, 3(4):50-57, 2004. (Pubitemid 40010898)
10. Nishkam Ravi, Nikhil Dandekar, Preetham Mysore, and Michael L. Littman. Activity recognition from accelerometer data. In AAAI, pages 1541-1546, 2005.
11. Emmanuel Munguia Tapia, Stephen S. Intille, and Kent Larson. Activity recognition in the home using simple and ubiquitous sensors. In Pervasive, pages 158-175, 2004.
12. Paul A. Viola and Michael J. Jones. Rapid object detection using a boosted cascade of simple features. In CVPR, pages 511-518, 2001.
13. Danny Wyatt, Matthai Philipose, and Tanzeem Choudhury. Unsupervised activity recognition using automatically mined common sense. In AAAI, pages 21-27, 2005.