Scalable Fire and Smoke Segmentation from Aerial Images Using Convolutional Neural Networks and Quad-Tree Search

Scalable Fire and Smoke Segmentation from Aerial Images Using Convolutional Neural Networks and Quad-Tree Search

Autonomous systems can help firefighting operations by detecting and locating the fire spot from surveillance images and videos. Similar to many other areas of computer vision, Convolutional Neural Networks (CNNs) have achieved state-of-the-art results for fire and smoke detection and segmentation....

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Bibliographic Details
Main Authors: Gonçalo Perrolas, Milad Niknejad, Ricardo Ribeiro, Alexandre Bernardino
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Sensors
Subjects:
fire detection
smoke detection
aerial images
wildfire
convolutional neural networks
Online Access:https://www.mdpi.com/1424-8220/22/5/1701

Internet

https://www.mdpi.com/1424-8220/22/5/1701

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