海洋测绘2023，Vol.43Issue(6)：61-65,5.DOI:10.3969/j.issn.1671-3044.2023.06.014
基于颜色校正及特征融合的海洋遗迹图像增强
Marine relics image enhancement based on color correction and features fusion
摘要
Abstract
In order to solve the problem of low efficiency of marine surveying and mapping caused by color deviation and blurred details in marine cultural relic images,a method of marine cultural relic image enhancement based on color correction and feature fusion is proposed.Firstly,the traditional color correction is improved to reduce the degree of color attenuation;Secondly,a deep information extraction module is used to obtain detailed information,and a multi-scale feature extraction module is added to ensure the visual integrity of the image.Finally,a feature fusion module is proposed to fuse deep details and scale feature information to output clear marine relic images.The experimental results show that the combination of traditional methods and deep learning algorithm can not only improve the clarity of real marine relic images,but also provide new ideas for marine mapping and other fields.关键词
海洋测绘/海洋遗迹/深度学习/特征提取/颜色校正Key words
marine surveying and mapping/marine relics/deep learning/feature extraction/color correction分类
天文与地球科学引用本文复制引用
王金刚,林森..基于颜色校正及特征融合的海洋遗迹图像增强[J].海洋测绘,2023,43(6):61-65,5.基金项目
国家重点研发计划(2018YFB1403303) （2018YFB1403303）
辽宁省教育厅高等学校基本科研项目(LJKMZ20220615). （LJKMZ20220615）
