STSM: Spatio-Temporal Shift Module for Efficient Action Recognition

The modeling, computational complexity, and accuracy of spatio-temporal models are the three major foci in the field of video action recognition. The traditional 2D convolution has low computational complexity, but it cannot capture the temporal relationships. Although the 3D convolution can obtain...

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Bibliographic Details
Main Authors: Zhaoqilin Yang, Gaoyun An, Ruichen Zhang
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/10/18/3290