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: Dai, P. (Author), Jia, Y. (Author), Masoom S., M. (Author), Wang, J. (Author), Zhang, Q. (Author), Zhang, Y. (Author), Zhu, J. (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
early smoke detection
images pre-processing
improved YOLOv3
principal component analysis
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