Selective state models are what you need for animal action recognition

Recognizing animal actions provides valuable insights into animal welfare, yielding crucial information for agricultural, ethological, and neuroscientific research. While video-based action recognition models have been applied to this task, current approaches often rely on computationally intensive...

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Bibliographic Details

Published in:	Ecological Informatics
Main Authors:	Edoardo Fazzari, Donato Romano, Fabrizio Falchi, Cesare Stefanini
Format:	Article
Language:	English
Published:	Elsevier 2025-03-01
Subjects:	Animal action recognition Deep learning Selective state models Computer vision Mamba Msqnet
Online Access:	http://www.sciencedirect.com/science/article/pii/S1574954124004977