浑浊水体环境中混凝土结构偏振图像复原方法
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作者单位:

(1.河海大学水利水电学院,江苏 南京210098;2.河海大学信息科学与工程学院,江苏 常州213022)

作者简介:

吕宗桀(1996—),男,博士研究生,主要从事水工建筑物水下缺陷检测研究。E-mail:200202020012@hhu.edu.cn

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TV36

基金项目:

国家重点研发计划项目(2022YFB4703401)


Research on polarization image restoration method for concrete structures in turbid water environment
Author:
Affiliation:

(1.College of Water Conservancy & Hydropower Engineering, Hohai University, Nanjing 210098, China;2.College of Information Science and Engineering, Hohai University, Changzhou 213022, China )

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    摘要:

    为提高浑浊水体环境中的水下图像质量,基于室内水下成像试验,提出了一种适用于浑浊水体环境中混凝土结构偏振图像复原方法:通过分析混凝土结构信息光与后向散射光之间的偏振特性差异,结合Stokes矢量获取水下图像的偏振图像,再利用限制对比度自适应直方图均衡化方法提升图像对比度,最终结合水下偏振成像模型实现图像复原。与10种图像处理方法的对比试验结果表明,在高浑浊度泥沙水体环境中,提出的方法对平均梯度、熵增强度量、水下彩色图像质量评估和水下图像质量度量4个评价指标的提升幅度分别达到252%、561%、241%、93%,能够获取高对比度且细节清晰的水下混凝土结构表观缺陷图像,可用于混凝土结构水下表观缺陷图像的复原。

    Abstract:

    In order to enhance underwater image quality in turbid water environments, a polarization image restoration method for concrete structures in turbid water was proposed based on laboratory underwater imaging experiments. The polarization characteristic difference between the concrete’s structural information light and backscattered light was analyzed, and the Stokes vector was used to obtain the polarization parameter image of the underwater image. The contrast-limiting adaptive histogram equalization method was then employed to enhance image contrast. Finally, the underwater polarization imaging model was utilized to achieve image restoration. Comparative experiments against ten image processing methods demonstrate that in highly turbid sediment-laden water environments, the proposed method achieves improvement rates of 252%, 561%, 241%, and 93% for the four evaluation metrics: average gradient, entropy enhancement, underwater color image quality assessment, and underwater image quality measurement, respectively. This enables the acquisition of underwater images of apparent defects in concrete structures with high contrast and clear details, making it suitable for restoring underwater images of apparent defects in concrete structures.

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吕宗桀,李俊杰,张学武.浑浊水体环境中混凝土结构偏振图像复原方法[J].河海大学学报(自然科学版),2025,53(6):124-131.(LYU Zongjie, LI Junjie, ZHANG Xuewu. Research on polarization image restoration method for concrete structures in turbid water environment[J]. Journal of Hohai University (Natural Sciences),2025,53(6):124-131.(in Chinese))

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  • 收稿日期:2024-05-24
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  • 在线发布日期: 2025-12-09
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