Automatic Fall Incident Detection in Compressed Video for Intelligent Homecare

  title={Automatic Fall Incident Detection in Compressed Video for Intelligent Homecare},
  author={Chia-Wen Lin and Zhi-Hong Ling},
  journal={2007 16th International Conference on Computer Communications and Networks},
This paper presents a compressed-domain fall incident detection scheme for intelligent homecare applications. First, a compressed-domain object segmentation scheme is performed to extract moving objects based on global motion estimation and local motion clustering. After detecting the moving objects, three compressed-domain features of each object are then extracted for identifying and locating fall incidents. The proposed system can differentiate fall-down from squatting by taking into account… CONTINUE READING
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Publications referenced by this paper.
Showing 1-10 of 13 references

Compressed-domain fall incident detection for intelligent home surveillance

2005 IEEE International Symposium on Circuits and Systems • 2005
View 3 Excerpts

A survey on visual surveillance of object motion and behaviors

IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews) • 2004
View 1 Excerpt

Activity summarisation and fall detection in a supportive home environment

Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. • 2004
View 1 Excerpt

A smart sensor for the remote follow up of activity and fall detection of the elderly

N. Noury
Proc. IEEE Int. Conf. Microtechnologies in Medicine and Biology, pp. 314-317, May 2002, Lyon, France. • 2002
View 1 Excerpt

Scanning the issue/technology- Special issue on video communication, processing and understanding for third generation video surveillance systems

C. S. Regazzoni, V. Ramesh, G. L. Foresti
Proc. IEEE, vol. 89, no. 10, pp. 1355-1367, Oct. 2001. • 2001
View 2 Excerpts

An ambulatory fall monitor for the elderly

T. Tamura
Proc. IEEE Int. Conf. IEEE Int. Conf. Microtechnologies in Medicine and Biology, pp. 2608-2610, July 2000., Chicago, IL. • 2000
View 2 Excerpts

A smart fall & activity monitor for telecare applications

G. Williams
Proc. Proc. IEEE Int. Conf. IEEE Int. Conf. Microtechnologies in Medicine and Biology, vol. 20, no. 3, pp. 1151- 1154, 1998. • 1998
View 1 Excerpt

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