水下图像处理软件与质量评价系统设计  

Design of underwater image processing software and quality evaluation system

作　　者：王新怡 祝开艳 张薇薇 王晓辉 WANG Xinyi;ZHU Kaiyan;ZHANG Weiwei;WANG Xiaohui(School of Information Engineering,Dalian Ocean University,Dalian 116023,China)

机构地区：[1]大连海洋大学信息工程学院,辽宁大连116023

出　　处：《电子设计工程》2023年第7期175-178,183,共5页Electronic Design Engineering

基　　金：辽宁省自然基金指导计划(2019-ZD-0731);辽宁省教育厅科学研究项目(LJKZ0731)。

摘　　要：针对水下图像模糊不清、水下图像增强与复原算法选择与图像质量评价问题,采用Python程序对几种经典的水下图像处理算法原理进行了分析与仿真复现,通过将算法、程序与图像质量评价指标相结合,设计了一款水下图像处理软件。软件可综合实现各类水下图像的处理,也可以为不同类型的水下图像选取合适的水下图像处理算法。设计的水下图像处理软件使用简单,操作方便,可以实现经典水下图像处理算法的可视化和客观质量评价,便于人们对水下图像处理算法的理解与分析。Aiming at the problems of underwater image blurring,underwater image enhancement and restoration algorithm selection and image quality evaluation,Python program is used to analyze and simulate the principles of several classic underwater image processing algorithms,and an underwater image processing software is designed by combining the algorithms,programs and image quality evaluation indexes.The software will comprehensively realize the processing of all kinds of underwater images,and can also select appropriate underwater image processing algorithms for different types of underwater images.The designed underwater image processing software is easy to use and operate,and can realize the visualization and objective quality evaluation of classical underwater image processing algorithms,which is convenient for people to better understand and analyze the underwater image processing algorithms.

关 键 词：水下图像增强与复原 Python程序 算法可视化 水下图像处理软件 图像质量评价指标 

分 类 号：TN911.73[电子电信—通信与信息系统]