Early Smoke Detection Based on Improved YOLO-PCA Network

Early Smoke Detection Based on Improved YOLO-PCA Network

Early detection of smoke having indistinguishable pixel intensities in digital images is a difficult task. To better maintain fire surveillance, early smoke detection is crucial. To solve the problem, we have integrated the principal component analysis (PCA) as a pre-processing module with the impro...

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Bibliographic Details
Main Authors: Muhammad Masoom S., Qixing Zhang, Peiwen Dai, Yang Jia, Yongming Zhang, Jiping Zhu, Jinjun Wang
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Fire
Subjects:
improved YOLOv3
principal component analysis
early smoke detection
images pre-processing
Online Access:https://www.mdpi.com/2571-6255/5/2/40

Internet

https://www.mdpi.com/2571-6255/5/2/40

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