Image dehazing technique based on polarimetric spectral analysis | |
Xia, Pu1,2; Liu, Xuebin1 | |
作者部门 | 光谱成像技术实验室 |
2016 | |
发表期刊 | OPTIK |
ISSN | 0030-4026 |
卷号 | 127期号:18页码:7350-7358 |
产权排序 | 1 |
摘要 | Image took under hazy weather suffers from poor contrast and resolution, the haze particles will attenuate the light reflected by the targets and add unwanted scattering light. Based on the fact that the target reflection and scattering light have different polarimetric characteristics, light's power to penetrate the haze particles is linked with wavelength, this paper combines the polarimetric dehazing technique with spectral analysis, firstly proposed the polarimetric spectral dehazing method. A polarimetric spectral imager is used to obtain data under a continuously changing weather circle, the dehazing result is analyzed under five different spectral channels of 451.4 nm, 551.2 nm, 650.9 nm, 750.7 nm and 850.5 nm. The results show that our method can effectively recover the haze degenerated image under visible and infrared channels, the restoration quality of detailed information of the near field and the far-field targets are in varying degrees under different channels. The dehazing process can enhance the image contrast by 1.68-3.64 times under different wavelengths. Two correction factors, which regularity is given for particle use, are introduced to revise an image restoration result. (C) 2016 The Authors. Published by Elsevier GmbH. |
文章类型 | Article |
关键词 | Haze Removal Image Correction Atmospheric Scattering Polarization Spectrometer Spectral Analysis |
WOS标题词 | Science & Technology ; Physical Sciences |
DOI | 10.1016/j.ijleo.2016.05.071 |
收录类别 | SCI ; EI |
关键词[WOS] | HAZE ; CHINA ; PM2.5 |
语种 | 英语 |
WOS研究方向 | Optics |
项目资助者 | National High Technology Research and Development Program of China(20137031071B) ; National Natural Science Foundation of China(61275149) |
WOS类目 | Optics |
WOS记录号 | WOS:000378970700042 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/28169 |
专题 | 光谱成像技术研究室 |
作者单位 | 1.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Key Lab Spectral Imaging Technol, Xian 710119, Peoples R China 2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China |
推荐引用方式 GB/T 7714 | Xia, Pu,Liu, Xuebin. Image dehazing technique based on polarimetric spectral analysis[J]. OPTIK,2016,127(18):7350-7358. |
APA | Xia, Pu,&Liu, Xuebin.(2016).Image dehazing technique based on polarimetric spectral analysis.OPTIK,127(18),7350-7358. |
MLA | Xia, Pu,et al."Image dehazing technique based on polarimetric spectral analysis".OPTIK 127.18(2016):7350-7358. |
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Image dehazing techn(1963KB) | 期刊论文 | 作者接受稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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