Enhanced Action Recognition Using Multiple Stream Deep Learning with Optical Flow and Weighted Sum

Various action recognition approaches have recently been proposed with the aid of three-dimensional (3D) convolution and a multiple stream structure. However, existing methods are sensitive to background and optical flow noise, which prevents from learning the main object in a video frame. Furthermo...

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Bibliographic Details
Main Authors: Hyunwoo Kim, Seokmok Park, Hyeokjin Park, Joonki Paik
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/14/3894