A novel YOLO LSTM approach for enhanced human action recognition in video sequences

Abstract Human Action Recognition (HAR) is a critical task in computer vision with applications in surveillance, healthcare, and human–computer interaction. This paper introduces a novel approach combining the strengths of You Only Look Once (YOLO) for feature extraction and Long Short-Term Memory (...

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Bibliographic Details
Main Authors: Mahmoud Elnady, Hossam E. Abdelmunim
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-01898-z
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