Adaptive histogram fusion-based colour restoration and enhancement for underwater images

Jingchun Zhou; Dehuan Zhang; Weishi Zhang

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Adaptive histogram fusion-based colour restoration and enhancement for underwater images

机译：基于自适应直方图融合的色彩恢复和水下图像的增强

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摘要

Underwater image restoration is crucial for marine exploration, underwater archaeology and seafloor geological investigation. However, due to the complex underwater environment, the image obtained underwater often has problems with colour deviation and lack of details. To improve the quality and the visual effect of underwater images, we propose an adaptive histogram fusion-based colour restoration and enhancement method for underwater images. First, the proposed method restores the colour by pixel value adjusting in a channel and b channel according to colour distortion. Then the histogram is used in the H channel of the underwater source image to improve the colour hue. To make the enhanced result more in line with visual observation, the edge reserving-based method is used to enhance the details of colour restoration results. Experimental results demonstrate that our results are effective in subjective and objective evaluations, and superior to several existing methods.

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来源
《International Journal of Security and Networks》 |2021年第1期|共11页
作者
Jingchun Zhou; Dehuan Zhang; Weishi Zhang;
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作者单位

College of Information Science and Technology Dalian Maritime University No;

College of Information Science and Technology Dalian Maritime University No;

College of Information Science and Technology Dalian Maritime University No;

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原文格式 PDF
正文语种 eng
中图分类计算技术、计算机技术;
关键词
underwater images enhancement; colour restoration; image fusion; adaptive histogram equalisation;

机译：水下图像增强;颜色恢复;图像融合;自适应直方图均衡;

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专利

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2. De-scattering and edge-enhancement algorithms for underwater image restoration [J] . Pan-wang PAN, Fei YUAN, En CHENG 浙江大学学报（英文版）（C辑：计算机与电子） . 2019,第006期
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4. Image contrast enhancement using an integration of recursive-overlapped contrast limited adaptive histogram specification and dual-image wavelet fusion for the high visibility of deep underwater image [J] . Ghani Ahmad Shahrizan Abdul Ocean Engineering . 2018,第auga15期

机译：使用递归重叠对比度受限的自适应直方图规范和双图像小波融合的集成来增强图像深度对比度，以实现深水底图像的高可见性
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机译：水下图像增强使用对比度有限的自适应直方图均衡和分层差异表示
6. Contrast Limited Adaptive Histogram Equalization-Based Fusion in YIQ and HSI Color Spaces for Underwater Image Enhancement [J] . Ma Jinxiang, Fan Xinnan, Yang Simon X., International Journal of Pattern Recognition and Artificial Intelligence . 2018,第7期

机译：YIQ和HSI颜色空间中基于对比度有限的自适应直方图均衡化融合的水下图像增强
7. Underwater Image Enhancement using Colour Restoration based on YCbCr Colour Model [C] . Hana H. kareem, Hazim G. Daway, Esraa G. Daway International Scientific Conference on Pure Sciences, Brilliant Creativity and Renewed Building . 2019

机译：基于YCBCR颜色模型的颜色恢复水下图像增强
8. Bayesian statistical models for adaptive image restoration and enhancement. [D] . Hughes, James. 2013

机译：用于自适应图像恢复和增强的贝叶斯统计模型。
9. An Underwater Image Enhancement Method for Different Illumination Conditions Based on Color Tone Correction and Fusion-Based Descattering [O] . Yidan Liu, Huiping Xu, Dinghui Shang, 2019

机译：基于色调校正的不同照明条件和基于融合的脱墨的水下图像增强方法
10. Underwater Image Restoration and Enhancement Based on a Fusion Algorithm With Color Balance, Contrast Optimization, and Histogram Stretching [O] . Weilin Luo, Shunqiang Duan, Jiwen Zheng 2021

机译：基于色彩平衡，对比优化和直方图拉伸的融合算法的水下图像恢复和增强
11. Color Histogram Diffusion for Image Enhancement [R] . Kim, T. 2011

机译：用于图像增强的颜色直方图扩散

Adaptive histogram fusion-based colour restoration and enhancement for underwater images

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