YOLO-Act: Unified Spatiotemporal Detection of Human Actions Across Multi-Frame Sequences

YOLO-Act: Unified Spatiotemporal Detection of Human Actions Across Multi-Frame Sequences

Automated action recognition has become essential in the surveillance, healthcare, and multimedia retrieval industries owing to the rapid proliferation of video data. This paper introduces YOLO-Act, a novel spatiotemporal action detection model that enhances the object detection capabilities of YOLO...

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Bibliographic Details
Main Authors: Nada Alzahrani, Ouiem Bchir, Mohamed Maher Ben Ismail
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Sensors
Subjects:
action detection
keyframe extraction
fusion technique
spatiotemporal information
you only look once (YOLO)
Online Access:https://www.mdpi.com/1424-8220/25/10/3013
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