Articles with "kinematic descriptor" as a keyword



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DKD–DAD: a novel framework with discriminative kinematic descriptor and deep attention-pooled descriptor for action recognition

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Published in 2019 at "Neural Computing and Applications"

DOI: 10.1007/s00521-019-04030-1

Abstract: In order to improve action recognition accuracy, the discriminative kinematic descriptor and deep attention-pooled descriptor are proposed. Firstly, the optical flow field is transformed into a set of kinematic fields with more discriminativeness. Subsequently, two… read more here.

Keywords: descriptor; deep attention; discriminative kinematic; attention ... See more keywords