Automatic Fall Incident Detection in Compressed Video for Intelligent Homecare

@article{Lin2007AutomaticFI,
  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},
  year={2007},
  pages={1172-1177}
}
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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