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STRASS Dehazing: Spatio-Temporal Retinex-Inspired Dehazing by an Averaging of Stochastic Samples
Yu, Zhe1; Sun, Bangyong1,3; Liu, Di2; de Dravo, Vincent Whannou1; Khokhlova, Margarita4; Wu, Siyuan3
作者部门光谱成像技术研究室
2022
发表期刊JOURNAL OF RENEWABLE MATERIALS
ISSN2164-6325;2164-6341
卷号10期号:5页码:1381-1395
产权排序3
摘要

In this paper, we propose a neoteric and high-efficiency single image dehazing algorithm via contrast enhancement which is called STRASS (Spatio-Temporal Retinex-Inspired by an Averaging of Stochastic Samples) dehazing, it is realized by constructing an efficient high-pass filter to process haze images and taking the influence of human vision system into account in image dehazing principles. The novel high-pass filter works by getting each pixel using RSR and computes the average of the samples. Then the low-pass filter resulting from the minimum envelope in STRESS framework has been replaced by the average of the samples. The final dehazed image is yielded after iterations of the high-pass filter. STRASS can be run directly without any machine learning. Extensive experimental results on data sets prove that STRASS surpass the state-of-the-arts. Image dehazing can be applied in the field of printing and packaging, our method is of great significance for image pre-processing before printing.

关键词Image dehazing contrast enhancement high-pass filter image reconstruction
DOI10.32604/jrm.2022.018262
收录类别SCI ; EI
语种英语
WOS记录号WOS:000735403000014
出版者TECH SCIENCE PRESS
EI入藏号20220211440017
引用统计
被引频次:1[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/181661/95619
专题光谱成像技术研究室
通讯作者Sun, Bangyong
作者单位1.Xian Univ Technol, Sch Printing Packaging Engn & Digital Media
2.Beijing Technol & Business Univ, Beijing Key Lab Big Data Technol Food Safety
3.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Key Lab Spectral Imaging Technol CAS
4.Univ Gustave Eiffel
推荐引用方式
GB/T 7714
Yu, Zhe,Sun, Bangyong,Liu, Di,et al. STRASS Dehazing: Spatio-Temporal Retinex-Inspired Dehazing by an Averaging of Stochastic Samples[J]. JOURNAL OF RENEWABLE MATERIALS,2022,10(5):1381-1395.
APA Yu, Zhe,Sun, Bangyong,Liu, Di,de Dravo, Vincent Whannou,Khokhlova, Margarita,&Wu, Siyuan.(2022).STRASS Dehazing: Spatio-Temporal Retinex-Inspired Dehazing by an Averaging of Stochastic Samples.JOURNAL OF RENEWABLE MATERIALS,10(5),1381-1395.
MLA Yu, Zhe,et al."STRASS Dehazing: Spatio-Temporal Retinex-Inspired Dehazing by an Averaging of Stochastic Samples".JOURNAL OF RENEWABLE MATERIALS 10.5(2022):1381-1395.
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