Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification

Video classification researches have recently attracted attention in the fields of temporal modeling and efficient 3D convolutional architectures. However, the temporal modeling methods are not efficient, and there is little interest in how to deal with temporal modeling in the 3D efficient architec...

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Bibliographic Details
Main Authors: Youngwan Lee, Hyung-Il Kim, Kimin Yun, Jinyoung Moon
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9638459/