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Alternative TitleA Review on Key Technologies of Target Exploration in Underwater Optical Images
林森1,3,4; 赵颍1,2
Source Publication激光与光电子学进展
Contribution Rank1
Funding Organization国家自然科学基金(61473280,61773367) ; 国家自然科学基金委员会“共融机器人基础理论与关键技术研究”重大研究计划(91648118) ; 辽宁省教育厅科学研究一般项目(L2014132) ; 辽宁省自然科学基金面上项目(2015020100)
Keyword数字图像处理 水下图像预处理 水下目标检测识别 水下目标跟踪 深度学习


Other Abstract

Underwater target exploration is one of the research hotspots in recent years. It has broad application prospects and research value in both engineering and academic fields. Researchers have done a lot of work on key technologies of underwater target exploration algorithms based on optical images, but there is still a lack of unified summary of the development status of underwater target exploration technologies. This paper detailedly summarizes key technologies of underwater target exploration, including underwater image preprocessing, target detection and recognition, target tracking algorithms. First, underwater image preprocessing algorithms are divided into image enhancement and restoration by judging them whether need to build a model, then discuss the basic ideas and characteristics of enhancement and restoration. Besides, the principles and methods of target detection and recognition, target tracking for underwater optical images are reviewed across the board. After summarizing and analyzing the research results of the above processes, core issues to be addressed and related difficulties exist in key technologies of underwater target exploration are untangled, solutions and further development directions are discussed as well.

Document Type期刊论文
Corresponding Author赵颍
Recommended Citation
GB/T 7714
林森,赵颍. 水下光学图像中目标探测关键技术研究综述[J]. 激光与光电子学进展,2020,57(6):1-12.
APA 林森,&赵颍.(2020).水下光学图像中目标探测关键技术研究综述.激光与光电子学进展,57(6),1-12.
MLA 林森,et al."水下光学图像中目标探测关键技术研究综述".激光与光电子学进展 57.6(2020):1-12.
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