Analyzing features for activity recognition

ACM International Conference Proceeding Series

Volumn 121, Issue , 2005, Pages 159-164

  Huynh, Tâm ^a   Schiele, Bernt ^a  

^a DARMSTADT UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ACCELERATION SENSORS; ACTIVITY RECOGNITION; CONTEXT INFORMATION; HUMAN ACTIVITIES; REAL WORLD DATA; RECOGNITION RATES; SYSTEMATIC ANALYSIS; WEARABLE COMPUTING;

INFORMATION SERVICES; INNOVATION; WEARABLE COMPUTERS;

FEATURE EXTRACTION;

EID: 38149092026     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1107548.1107591     Document Type: Conference Paper

References (9)

1. Bao, L., & Intille, S. (2004, April). Activity recognition from user-annotated acceleration data. In Proc. pervasive (p. 1-17). Vienna, Austria: Springer-Verlag Heidelberg: Lecture Notes in Computer Science.
2. Heinz, E., Kunze, K.-S., Sulistyo, S., Junker, H., Lukowicz, P., & Troester, G. (2003, November). Experimental evaluation of variations of primary features used for accelerometric context recognition. In Proc. eusai, lncs (Vol. 2875, p. 252-263). Eindhoven, The Netherlands.
3. Kern, N., Schiele, B., & Schmidt, A. (2003, November). Multi-sensor activity context detection for wearable computing. In Proc. eusai, lncs (Vol. 2875, p. 220-232). Eindhoven, The Netherlands.
4. Krause, A., Siewiorek, D., Smailagic, A., & Farringdon, J. (2003, October). Unsupervised, dynamic identification of physiological and activity context in wearable computing. In Proc. iswc (p. 88-97).
5. Laerhoven, K. van, & Gellersen, H.-W. (2004, Nov). Spine vs. porcupine: a study in distributed wearable activity recognition. In Proc. iswc. Washington DC, USA.
6. Lee, S.-W., & Mase, K. (2002). Activity and location recognition using wearable sensors. IEEE Pervasive, 1(3), 24-32.
7. Jonathan Lester, Tanzeem Choudhury, Nicky Kern, Gaetano Borriello, Blake Hannaford (2005, July). A Hybrid Discriminative/Generative Approach for Modeling Human Activities. To appear in Proc. Int. Joint Conf. on Articial Intelligence (IJCAI-05), Edinburgh, Scotland, 2005.
8. Mantyjarvi, J., Himberg, J., & Seppanen, T. (2001). Recognizing human motion with multiple acceleration sensors. 747-752.
9. Nishkam Ravi et al. (2005, July). Activity recognition from accelerometer data. To appear in Proceedings of the Seventeenth Innovative Applications of Artificial Intelligence Conference, 11-18. Menlo Park, Calif.: AAAI Press.