A Collaborative Region Detection and Grading Framework for Forest Fire Smoke Using Weakly Supervised Fine Segmentation and Lightweight Faster-RCNN

A Collaborative Region Detection and Grading Framework for Forest Fire Smoke Using Weakly Supervised Fine Segmentation and Lightweight Faster-RCNN

Forest fires are serious disasters that affect countries all over the world. With the progress of image processing, numerous image-based surveillance systems for fires have been installed in forests. The rapid and accurate detection and grading of fire smoke can provide useful information, which hel...

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Bibliographic Details
Main Authors: Jin Pan, Xiaoming Ou, Liang Xu
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Forests
Subjects:
region detection of forest fire
grading of forest fire
weakly supervised loss
fine segmentation
region-refining segmentation
lightweight Faster R-CNN
Online Access:https://www.mdpi.com/1999-4907/12/6/768

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https://www.mdpi.com/1999-4907/12/6/768

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