Integrating Color and Contour Analysis with Deep Learning for Robust Fire and Smoke Detection

Detecting fire and smoke is essential for maintaining safety in urban, industrial, and outdoor settings. This study suggests a unique concatenated convolutional neural network (CNN) model that combines deep learning with hybrid preprocessing methods, such as contour-based algorithms and color charac...

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Bibliographic Details
Main Authors: Abror Shavkatovich Buriboev, Akmal Abduvaitov, Heung Seok Jeon
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/25/7/2044
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