Multimodal anomaly detection in complex environments using video and audio fusion

Abstract Due to complex environmental conditions and varying noise levels, traditional models are limited in their effectiveness for detecting anomalies in video sequences. Aiming at the challenges of accuracy, robustness, and real-time processing requirements in the field of image and video process...

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Bibliographic Details
Main Authors: Yuanyuan Wang, Yijie Zhao, Yanhua Huo, Yiping Lu
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-01146-4
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