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Dual-stage recognition method for low-light underground coal-rock images integrating adversarial enhancement and Proxy attention

To address the low recognition accuracy of coal and rock images in underground mining environments with low illumination, high noise, and blurred boundaries, a coal and rock image recognition method integrating adversarial enhancement and Proxy Attention mechanisms is proposed. This method employs a...

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Principais autores: Chuanmeng SUN, Bin JIAO, Xuan LI, Yubo QIAO, Yu WANG, Wenbo WANG, Yong LI
Format: Artigo
Sprog:Chinês
Udgivet: Editorial Office of Journal of China Coal Society 2026-06-01
Serier:Meitan xuebao
Fag:
coal-rock recognition
low-light enhancement
semantic segmentation
generative adversarial network
proxy attentionao
deformable convolution
Online adgang:http://www.mtxb.com.cn/article/doi/10.13225/j.cnki.jccs.2025.0928
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