Beyond sRGB: Optimizing Object Detection with Diverse Color Spaces for Precise Wildfire Risk Assessment

Beyond sRGB: Optimizing Object Detection with Diverse Color Spaces for Precise Wildfire Risk Assessment

Forest fire risk assessment and prevention are crucial topics in environmental management. The most popular method involves using drone imagery and object detection models to analyze risk. However, traditional drone images typically use the sRGB color space, which may lose valuable information. In t...

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Bibliographic Details
Main Authors: Zhiyuan Yang, Suchang Cao, Michal Aibin
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Remote Sensing
Subjects:
computer vision
UAV
sRGB
Log RGB
forest fires
object detection
Online Access:https://www.mdpi.com/2072-4292/17/9/1503
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