基于暗通道先验背景光估计的偏振成像散射

IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Photonics Journal Pub Date : 2024-12-26 DOI:10.1109/JPHOT.2024.3523328
Jiarui Zhang;Yaxin Cai;Ming Fang
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引用次数: 0

摘要

在浑浊的水环境中,传统的偏振成像散射方法通常依赖于选择非目标背景区域来替代全局背景光信息,从而提高图像清晰度。将偏振成像与暗通道先验(DCP)相结合,充分利用Stokes矢量和DCP的偏振信息,可以有效地消除目标信息对背景信息计算的干扰。该方法还能准确估计背向散射光的偏振度(DoP)和偏振角(AoP)的全局分布,省去了复杂的背景区域选择过程。不同浑浊水浓度下的实验结果表明,该方法在有背景区域和无背景区域的水下图像中都能有效地恢复目标。与传统的主动偏振成像模型相比,该方法在强散射环境下的成像对比度提高了47%。
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Polarization Imaging Descattering Based on Dark Channel Prior Background Light Estimation
In turbid water environments, conventional polari-metric imaging descattering methods usually rely on selecting a non-target background region as a substitute for global back-ground light information, leading to image clarity. By integrating polarization imaging with the dark channel prior (DCP) and fully utilizing the polarization information from the Stokes vector and the DCP, the interference of the target information in calculating the background information can be effectively eliminated. This method also enables accurate estimation of the global distribution for the degree of polarization (DoP) and the angle of polarization (AoP) of the backscattered light and eliminates the need for the complex process of background region selection. Experimental results with varying turbid water concentrations demonstrate the proposed method's effectiveness for target recovery in both underwater images with and without background regions. Compared with the conventional active polarization imaging model, our method improves image contrast by 47% in the strongly scattering environment.
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来源期刊
IEEE Photonics Journal
IEEE Photonics Journal ENGINEERING, ELECTRICAL & ELECTRONIC-OPTICS
CiteScore
4.50
自引率
8.30%
发文量
489
审稿时长
1.4 months
期刊介绍: Breakthroughs in the generation of light and in its control and utilization have given rise to the field of Photonics, a rapidly expanding area of science and technology with major technological and economic impact. Photonics integrates quantum electronics and optics to accelerate progress in the generation of novel photon sources and in their utilization in emerging applications at the micro and nano scales spanning from the far-infrared/THz to the x-ray region of the electromagnetic spectrum. IEEE Photonics Journal is an online-only journal dedicated to the rapid disclosure of top-quality peer-reviewed research at the forefront of all areas of photonics. Contributions addressing issues ranging from fundamental understanding to emerging technologies and applications are within the scope of the Journal. The Journal includes topics in: Photon sources from far infrared to X-rays, Photonics materials and engineered photonic structures, Integrated optics and optoelectronic, Ultrafast, attosecond, high field and short wavelength photonics, Biophotonics, including DNA photonics, Nanophotonics, Magnetophotonics, Fundamentals of light propagation and interaction; nonlinear effects, Optical data storage, Fiber optics and optical communications devices, systems, and technologies, Micro Opto Electro Mechanical Systems (MOEMS), Microwave photonics, Optical Sensors.
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