Coupling eye-motion and ego-motion features for first-person activity recognition

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

Volumn , Issue , 2012, Pages 1-7

  Ogaki, Keisuke ^a   Kitani, Kris M ^b   Sugano, Yusuke ^a   Sato, Yoichi ^a  

^a UNIVERSITY OF TOKYO   (Japan)

^b CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVITY RECOGNITION; CAMERA SYSTEMS; CLASSIFICATION ACCURACY; DATA SETS; EGO-MOTION; EYE-TRACKING; HIGH QUALITY; INDOOR ACTIVITIES; MULTIPLE USER;

CAMERAS; EYE MOVEMENTS; MOTION ESTIMATION;

COMPUTER VISION;

EID: 84864969311     PISSN: 21607508     EISSN: 21607516     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2012.6239188     Document Type: Conference Paper

References (13)

1. A. Bulling, J.Ward, H. Gellersen, and G. Troster. Eye movement analysis for activity recognition using electrooculography. IEEE Trans. on Pattern Analysis and Machine Intelligence, 33(4):741-751, 2011.
2. F. Courtemanche, E. Aďmeur, A. Dufresne, M. Najjar, and F. Mpondo. Activity recognition using eye-gaze movements and traditional interactions. Interacting with Computers, 23(3):202-213, 2011.
3. A. Doshi and M. M. Trivedi. On the roles of eye gaze and head dynamics in predicting driver's intent to change lanes. IEEE Trans. on Intelligent Transportation Systems, 10(3):453-462, 2009.
4. A. Fathi, J. K. Hodgins, and J. M. Rehg. Social interactions: A first-person perspective. In Proc. IEEE Conference on Computer Vision and Pattern Recognition, 2012.
5. A. Fathi, X. Ren, and J. M. Rehg. Learning to recognize objects in egocentric activities. In Proc. IEEE Conference on Computer Vision and Pattern Recognition, 2011.
6. K. M. Kitani, T. Okabe, Y. Sato, and A. Sugimoto. Fast unsupervised ego-action learning for first-person sports videos. In Proc. IEEE Conference on Computer Vision and Pattern Recognition, 2011.
7. M. F. Land and B. W. Tatler. Looking and acting: vision and eye movements in natural behaviour. Oxford University Press, USA, 2009.
8. W. Mayol and D. W. Murray. Wearable hand activity recognition for event summarization. In International Symposium on Wearable Computers, 2005.
9. A. Oliva and A. Torralba. Modeling the shape of the scene: A holistic representation of the spatial envelope. International Journal of Computer Vision, 42(3):145-175, 2001.
10. H. Pirsiavash and D. Ramanan. Detecting activities of daily living in first-person camera views. In Proc. IEEE Conference on Computer Vision and Pattern Recognition, 2012.
11. E. H. Spriggs, F. De La Torre, and M. Hebert. Temporal segmentation and activity classification from first-person sensing. In Proc. Workshop on Egocentric Vision, CVPR Workshops, 2009.
12. T. Starner, J. Weaver, and A. Pentland. Real-time american sign language recognition using desk and wearable computer based video. IEEE Trans. on Pattern Analysis and Machine Intelligence, 20(12):1371-1375, 1998.
13. L. Sun, U. Klank, and M. Beetz. Eyewatchme3d hand and object tracking for inside out activity analysis. In Proc. Workshop on Egocentric Vision, CVPR Workshops, 2009.