Water-related optical imaging:From algorithm to hardware  

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作  者:Zhe SUN Xuelong LI 

机构地区:[1]School of Artificial Intelligence,Optics and Electronics(iOPEN),Northwestern Polytechnical University,Xi’an 710072,China [2]Key Laboratory of Intelligent Interaction and Applications(Northwestern Polytechnical University),Ministry of Industry and Information Technology,Xi’an 710072,China [3]The Institute of Artificial Intelligence(TeleAI),China Telecom,Beijing 100033,China

出  处:《Science China(Technological Sciences)》2025年第1期2-49,共48页中国科学(技术科学英文版)

基  金:supported by the National Key Research and Development Program of China(Grant Nos.2022YFC2808000,2022YFC2808003);Fundamental Research Funds for the Central Universities(Grant No.D5000220481);Natural Science Foundation of Shaanxi Province,China(Grant No.2024JC-YBMS-468)。

摘  要:Water-related optical imaging constitutes a pivotal domain within the field of water-related optics and vision,furnishing essential tools for comprehending the water-related environment,harnessing water resources,and safeguarding water ecology.Its merits encompass facile target detection,elevated imaging resolution,and copious information content.Nonetheless,the formidable challenge of attaining clear images in water-related environments is challenging due to the water's absorption and scattering properties.Substantial strides have been achieved in recent years through advancements in software and hardware optical imaging and processing techniques.This review offers a comprehensive exploration of the present state of water-related optical imaging,spanning historical,theoretical,and methodological dimensions.A retrospective analysis of the historical evolution of water-related optical imaging is presented,accompanied by a detailed exposition of the operational principles and the latest noteworthy advancements in various categories of water-related optical imaging.Furthermore,a meticulous comparative analysis of these methodologies is undertaken.These approaches not only enhance water-related optical imaging efficacy but also furnish robust support for scientific inquiry and resource exploitation in water-related environments.This review enhances the comprehension of advancements in water-related optical imaging research,acting as a crucial touchpoint for future explorations and innovations.Water-related optical imaging is critical for comprehending marine ecosystems,supporting environmental conservation,and improving industry efficiency.

关 键 词:water-related optical imaging water-related optics water-related vision 

分 类 号:TP391.41[自动化与计算机技术—计算机应用技术] O439[自动化与计算机技术—计算机科学与技术]

 

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