Improving Human Action Recognition Using Hierarchical Features And Multiple Classifier Ensembles

Mohammad Farhad Bulbul,Saiful Islam,Yatong Zhou,Hazrat Ali

The Computer Journal（2021）

引用 9|浏览32

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摘要

This paper presents a simple, fast and efficacious system to promote the human action classification outcome using the depth action sequences. Firstly, the motion history images (MHIs) and static history images (SHIs) are created from the front (XOY), side (YOZ) and top (XOZ) projected scenes of each depth sequence in a 3D Euclidean space through engaging the 3D Motion Trail Model (3DMTM). Then, t...

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关键词

human action recognition,motion history image,static history image,local binary patterns,logarithmic opinion pool,kernel extreme learning machine

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