偏振成像技术在非均匀介质/材料中的应用研究综述

IF 3.5 2区 工程技术 Q2 OPTICS
Weifeng Kong, Guanying Huo
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引用次数: 0

摘要

光在雾、浑浊水和生物组织等非均匀介质/材料中的散射严重限制了传统成像技术的成像质量和分辨率。偏振成像技术利用光的偏振特性,有效抑制散射光,增强目标信号,从而提高成像质量。目前,针对偏振成像技术的研究成果较多,但缺乏系统、全面的综述。本文综述和分析了近年来非均匀介质/材料偏振成像的研究进展。首先,介绍了偏振成像的基本理论,包括偏振参数的获取和穆勒矩阵的概念。接下来,我们详细介绍了图像去雾增强、医学成像诊断、遥感目标分类和工业视觉检测等主要应用领域。随后,我们分析和比较了现有方法的优点和局限性,以及它们的具体适用范围。最后,我们讨论了极化成像的挑战和前景发展,为研究人员提供了见解,特别是在硬件优化,成像技术集成,深度学习与物理模型的融合以及量子计算的加速方面。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application research of polarization imaging technology in inhomogeneous media/material: A review
Light scattering in inhomogeneous media/material, such as fog, turbid water and biological tissues, severely limits the imaging quality and resolution of traditional imaging techniques. Polarization imaging technology uses the polarization characteristics of light to effectively suppress scattered light and enhance the target signal, thus improving the imaging quality. At present, there are many research achievements focus on polarization imaging technology, but there is a lack of systematic and comprehensive review. In this paper, the recent progress of polarization imaging in inhomogeneous media/material is reviewed and analyzed. Firstly, we introduce the fundamental theory of polarization imaging, covering the acquisition of polarization parameters and the concept of the Mueller matrix. Next, we detail the primary application areas, including image defogging enhancement, medical imaging diagnosis, remote sensing object classification, and industrial vision inspection. Subsequently, we analyze and compare the advantages and limitations of existing methods, along with their specific application scopes. Finally, we discuss the challenges and prospective developments in polarization imaging, offering insights for researchers, particularly in hardware optimization, imaging technique integration, the fusion of deep learning with physical models, and the acceleration of quantum computing.
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来源期刊
Optics and Lasers in Engineering
Optics and Lasers in Engineering 工程技术-光学
CiteScore
8.90
自引率
8.70%
发文量
384
审稿时长
42 days
期刊介绍: Optics and Lasers in Engineering aims at providing an international forum for the interchange of information on the development of optical techniques and laser technology in engineering. Emphasis is placed on contributions targeted at the practical use of methods and devices, the development and enhancement of solutions and new theoretical concepts for experimental methods. Optics and Lasers in Engineering reflects the main areas in which optical methods are being used and developed for an engineering environment. Manuscripts should offer clear evidence of novelty and significance. Papers focusing on parameter optimization or computational issues are not suitable. Similarly, papers focussed on an application rather than the optical method fall outside the journal''s scope. The scope of the journal is defined to include the following: -Optical Metrology- Optical Methods for 3D visualization and virtual engineering- Optical Techniques for Microsystems- Imaging, Microscopy and Adaptive Optics- Computational Imaging- Laser methods in manufacturing- Integrated optical and photonic sensors- Optics and Photonics in Life Science- Hyperspectral and spectroscopic methods- Infrared and Terahertz techniques
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