Single underwater image restoration based on adaptive color correction and adaptive transmission fusion

被引：5
作者：
Yang, Aiping [1 ]
Wang, Qian [1 ]
Ji, Zhong [1 ]
Wang, Jian [1 ,2 ]
机构：
[1] Tianjin Univ, Sch Elect & Informat Engn, Tianjin, Peoples R China
[2] Natl Ocean Technol Ctr, Tianjin, Peoples R China
来源：
JOURNAL OF ELECTRONIC IMAGING | 2020年 / 29卷 / 04期
基金：
中国国家自然科学基金;
关键词：
underwater image restoration; color correction; adaptive transmission fusion; ENHANCEMENT;
D O I：
10.1117/1.JEI.294.043006
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
When light propagates through water, there will be absorption and scattering. Due to this reason, underwater images suffer from color distortion, contrast loss, and detail blurriness. In order to improve the quality of underwater images, an underwater image restoration method based on adaptive color correction and adaptive transmission fusion strategy is proposed. First, an adaptive color correction algorithm is proposed to compensate the color attenuation. Second, based on the image blurriness, the underwater red channel prior (RCP) and the maximum RCP, an adaptive transmission fusion strategy is designed to estimate the transmission map, which can benefit from each other and collaboratively transmit the transmission accurately. Experimental results show that the proposed method can effectively remove color cast and improve contrast and visibility, especially for underwater images with high turbidity or artificial light sources. (C) 2020 SPIE and IS&T
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收藏
页数：18
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