An illuminance improvement and details enhancement method on coal mine low-light images based on Transformer and adaptive feature fusion

An illuminance improvement and details enhancement method on coal mine low-light images based on Transformer and adaptive feature fusion

High quality mine images can provide guarantee for mine safety production, and improve the performance of subsequent image analysis technologies. Affected by low illuminance environment, mine images suffer low brightness, uneven brightness, color distortion, and serious loss of details. Aiming at th...

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Bibliographic Details
Main Authors: Zijian TIAN, Jiaqi WU, Wenqi ZHANG, Wei CHEN, Tao ZHOU, Wei YANG, Shuai WANG
Format: Article
Language:zho
Published: Editorial Department of Coal Science and Technology 2024-01-01
Series:Meitan kexue jishu
Subjects:
image enhancement
image recognition
generative adversarial network
feature disentanglement
transformer
Online Access:http://www.mtkxjs.com.cn/article/doi/10.13199/j.cnki.cst.2023-0112

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