A novel approach for recognition of human actions with semi-global features

@article{Achard2007ANA,
  title={A novel approach for recognition of human actions with semi-global features},
  author={Catherine Achard and Xingtai Qu and Arash Mokhber and Maurice Milgram},
  journal={Machine Vision and Applications},
  year={2007},
  volume={19},
  pages={27-34}
}
In this study a new approach is presented for the recognition of human actions of everyday life with a fixed camera. The originality of the presented method consists in characterizing sequences by a temporal succession of semi-global features, which are extracted from “space-time micro-volumes”. The advantage of this approach lies in the use of robust features (estimated on several frames) associated with the ability to manage actions with variable durations and easily segment the sequences… CONTINUE READING
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