Research on UAV aerial imagery detection algorithm for Mining-Induced surface cracks based on improved YOLOv10

Abstract UAV-based aerial imagery plays a vital role in detecting surface cracks in mining-induced areas for geological disaster early warning and safe production. However, detection is challenged by small crack size, complex morphology, large scale variation, and uneven spatial distribution, furthe...

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Bibliographic Details
Main Authors: Jiayong An, Siyuan Dong, Xuanli Wang, Chenlei Li, Wenpei Zhao
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-14880-6
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