Human action recognition from simple feature pooling

@article{MarnJimnez2012HumanAR,
  title={Human action recognition from simple feature pooling},
  author={Manuel J. Mar{\'i}n-Jim{\'e}nez and Nicolas P{\'e}rez de la Blanca and Maria {\'A}ngeles Mendoza},
  journal={Pattern Analysis and Applications},
  year={2012},
  volume={17},
  pages={17-36}
}
Human action recognition (HAR) from images is an important and challenging task for many current applications. In this context, designing discriminative action descriptors from simple features is a relevant task. In this paper we show that very good descriptors can be build from simple filter outputs when multilevel architectures and non-linear transformations are used. We propose a new multiscale descriptor for HAR from a Pyramid of Accumulated Histograms of Optical Flow. We also show that, in… CONTINUE READING
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