Coal-rock interface real-time recognition based on the improved YOLO detection and bilateral segmentation network

Coal-rock interface real-time recognition based on the improved YOLO detection and bilateral segmentation network

To improve the accuracy and efficiency of coal-rock interface recognition, this study proposes a model built on the real-time detection algorithm, you only look once (YOLO), and the lightweight bilateral segmentation network. Simultaneously, the regional similarity transformation function and dragon...

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Bibliographic Details
Main Authors: Shuzhan Xu, Wanming Jiang, Quansheng Liu, Hongsheng Wang, Jun Zhang, Jinlong Li, Xing Huang, Yin Bo
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2025-04-01
Series:Underground Space
Subjects:
Coal-rock real-time recognition
Grayscale enhancement
YOLO
Bilateral segmentation network
Edge inference
Online Access:http://www.sciencedirect.com/science/article/pii/S2467967424000990
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