Human action recognition based on HOIRM feature fusion and AP clustering BOW

In this paper, we propose a human action recognition method using HOIRM (histogram of oriented interest region motion) feature fusion and a BOW (bag of words) model based on AP (affinity propagation) clustering. First, a HOIRM feature extraction method based on spatiotemporal interest points ROI is...

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Udgivet i:PLoS One
Main Authors: Huan, Ruo-Hong, Xie, Chao-Jie, Guo, Feng, Chi, Kai-Kai, Mao, Ke-Ji, Li, Ying-Long, Pan, Yun
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2019
Fag:
Research Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6658076/
https://ncbi.nlm.nih.gov/pubmed/31344042
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0219910
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