Collection and curation of a large reference dataset for activity recognition

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

Volumn , Issue , 2011, Pages 30-35

  Calatroni, Alberto ^a   Roggen, Daniel ^a   Tröster, Gerhard ^a  

^a ETH ZURICH   (Switzerland)

Author keywords

Activity recognition; data collection; data curation; data synchronization; labeling

Indexed keywords

ACTIVITY RECOGNITION; CURATION; DATA COLLECTION; DATA CURATION; DATA SETS; DATA SYNCHRONIZATION; MATURE FIELDS; SENSOR MODALITY;

ALGORITHMS; COMPUTER VISION; CYBERNETICS; LABELING; SENSORS;

DATA ACQUISITION;

EID: 83755196634     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSMC.2011.6083638     Document Type: Conference Paper

References (10)

1. P. Phillips, K. Bowyer, P. Flynn, X. Liu, and W. Scruggs, "The iris challenge evaluation 2005," in Biometrics: Theory, Applications and Systems, 2008. BTAS 2008. 2nd IEEE International Conference on, 29 2008-oct. 1 2008, pp. 1-8.
2. P. Phillips, P. Flynn, T. Scruggs, K. Bowyer, J. Chang, K. Hoffman, J. Marques, J. Min, and W. Worek, "Overview of the face recognition grand challenge," in Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on, vol. 1, june 2005, pp. 947-954 vol. 1.
3. S. Intille, K. Larson, E. Tapia, J. Beaudin, P. Kaushik, J. Nawyn, and R. Rockinson, "Using a live-in laboratory for ubiquitous computing research," in Proc. Int. Conf. on Pervasive Computing, 2006, pp. 349-365.
4. M. Tenorth, J. Bandouch, and M. Beetz, "The TUM kitchen data set of everyday manipulation activities for motion tracking and action recognition,"in IEEE Int. Workshop on Tracking Humans for the Evaluation of their Motion in Image Sequences (THEMIS) at ICCV, 2009.
5. D. Roggen, A. Calatroni, M. Rossi, T. Holleczek, K. Förster, G. Tröster, P. Lukowicz, D. Bannach, G. Pirkl, A. Ferscha, J. Doppler, C. Holzmann, M. Kurz, G. Holl, R. Chavarriaga, H. Sagha, H. Bayati, M. Creatura, and J. R. Millán, "Collecting complex activity data sets in highly rich networked sensor environments," in Seventh International Conference on Networked Sensing Systems, 2010.
6. A. Calatroni, D. Roggen, and G. Tröster, "Automatic transfer of activity recognition capabilities between Body-Worn motion sensors: Training newcomers to recognize locomotion," in Eighth International Conference on Networked Sensing Systems (INSS'11), Penghu, Taiwan, 6 2011.
7. H. Sagha, J. del R. Millán, and R. Chavarriaga, "Detecting anomalies to improve classification performance in opportunistic sensor networks,"in Pervasive Computing and Communications Workshops (PERCOM Workshops), 2011 IEEE International Conference on, march 2011, pp. 154 -159.
8. A. Manzoor, C. Villalonga, A. Calatroni, H.-L. Truong, D. Roggen, S. Dustdar, and G. Tröster, "Identifying important action primitives for high level activity recognition," in Proceedings of the 5th European conference on Smart sensing and context, ser. EuroSSC'10. Berlin, Heidelberg: Springer-Verlag, 2010, pp. 149-162. [Online]. Available: http://portal.acm.org/ citation.cfm?id=1940159.1940175
9. M. Sichitiu and C. Veerarittiphan, "Simple, accurate time synchronization for wireless sensor networks," in Wireless Communications and Networking, 2003. WCNC 2003. 2003 IEEE, vol. 2, march 2003, pp. 1266 -1273 vol.2.
10. D. Bannach, P. Lukowicz, and O. Amft, "Rapid prototyping of activity recognition applications," Pervasive Computing, IEEE, vol. 7, no. 2, pp. 22 -31, april-june 2008.