TeST: Temporal-spatial separated transformer for temporal action localization

Published: 01 Jan 2025, Last Modified: 09 Dec 2024Neurocomputing 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We propose TeST, containing three transformer-based architecture variants, to conduct temporal action localization.•The three transformer-based architectures can effectively improve localization performance and space–time efficiency.•We propose to integrate the results from multiple feature maps to obtain more comprehensive predictions.•Extensive experiments on two real-world benchmarks validate the effectiveness and superiority of our proposed TeST.
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