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Generalized polarimetric dehazing method based on low-pass filtering in frequency domain
Liang, Jian1,2; Ju, Haijuan1; Ren, Liyong3; Yang, Liming1; Liang, Rongguang2
作者部门瞬态光学研究室
2020-03
发表期刊Sensors (Switzerland)
ISSN14248220
卷号20期号:6
产权排序1
摘要

Polarimetric dehazing methods can significantly enhance the quality of hazy images. However, current methods are not robust enough under different imaging conditions. In this paper, we propose a generalized polarimetric dehazing method based on low-pass filtering in the frequency domain. This method can accurately estimate the polarized state of the scattering light automatically without adjusting bias parameters. Experimental results show the effectiveness and robustness of our proposed method in different hazy weather and scattering underwater environments with different densities. Furthermore, computational efficiency is enhanced more than 70% compared to the polarimetric dehazing method we proposed previously. © 2020 by the authors. Licensee MDPI, Basel, Switzerland.

关键词polarimetric imaging dehazing frequency domain
DOI10.3390/s20061729
收录类别SCI ; EI
语种英语
WOS记录号WOS:000529139700187
出版者MDPI AG, Postfach, Basel, CH-4005, Switzerland
EI入藏号20201308357451
引用统计
被引频次:17[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.opt.ac.cn/handle/181661/93339
专题瞬态光学研究室
作者单位1.State Key Laboratory of Transient Optics and Photonics, Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi’an 710119, China;
2.James C. Wyant College of Optical Sciences, University of Arizona, 1630 E University Blvd, Tucson; AZ; 85721, United States;
3.School of Physics and Information Technology, Shaanxi Normal University, Xi’an; 710119, China
推荐引用方式
GB/T 7714
Liang, Jian,Ju, Haijuan,Ren, Liyong,et al. Generalized polarimetric dehazing method based on low-pass filtering in frequency domain[J]. Sensors (Switzerland),2020,20(6).
APA Liang, Jian,Ju, Haijuan,Ren, Liyong,Yang, Liming,&Liang, Rongguang.(2020).Generalized polarimetric dehazing method based on low-pass filtering in frequency domain.Sensors (Switzerland),20(6).
MLA Liang, Jian,et al."Generalized polarimetric dehazing method based on low-pass filtering in frequency domain".Sensors (Switzerland) 20.6(2020).
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