Application Research and Analysis of Image Enhancement Algorithms for Underground Coal Mines

With the increasingly widespread application of intelligence in coal mines and mines, the application of image and video surveillance in underground mines is also gradually increasing. In view of the problems of unclear images and video images and incomplete display of detailed information due to dust in the underground working environment of coal mines, image enhancement technology has gradually become a research hotspot. Based on the current research status of image enhancement algorithms, this paper summarizes and analyzes the current application research of image enhancement algorithms in coal mines, makes classification and the advantages and disadvantages of each algorithm, and puts forward prospects.

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Publication Details

Published
2024-09-20
DOI
https://doi.org/10.1109/itnec60942.2024.10733038
Primary Topic
Geomechanics and Mining Engineering
Type
article
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Application Research and Analysis of Image Enhancement Algorithms for Underground Coal Mines

Qiao Jiawei
Geomechanics and Mining Engineering
article

Application Research and Analysis of Image Enhancement Algorithms for Underground Coal Mines

Qiao Jiawei
article en

Abstract

With the increasingly widespread application of intelligence in coal mines and mines, the application of image and video surveillance in underground mines is also gradually increasing. In view of the problems of unclear images and video images and incomplete display of detailed information due to dust in the underground working environment of coal mines, image enhancement technology has gradually become a research hotspot. Based on the current research status of image enhancement algorithms, this paper summarizes and analyzes the current application research of image enhancement algorithms in coal mines, makes classification and the advantages and disadvantages of each algorithm, and puts forward prospects.

China Coal Technology and Engineering Group Corp (China) (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 79%
Geomechanics and Mining Engineering
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