Learning temporal dynamics in videos with image transformer

Learning temporal dynamics in videos with image transformer

Temporal dynamics represent the evolving of video content over time, which are critical for action recognition. In this paper, we ask the question: can the off-the-shelf image transformer architecture learn temporal dynamics in videos? To this end, we propose Multidimensional Stacked Image (MSImage)...

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Bibliographic Details
Main Authors: SHU, Yan, QIU, Z, LONG, Fuchen, YAO, Ting, NGO, Chong-wah, MEI, Tao
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
Subjects:
Neural networks
Video action recognition
Vision transformer
Video transformers
Three-dimensional displays
Optical flow
Visualization
Optimization
Image recognition
Artificial Intelligence and Robotics
Online Access:https://ink.library.smu.edu.sg/sis_research/9860
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/9860

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