Color balancing and dehazing algorithm for colored haze removal
文献类型：期刊论文
| 作者 | Jin, Ruiyan; Wang, Shuai; Zhao, JianPing; Yang, Ping |
| 刊名 | JOURNAL OF ELECTRONIC IMAGING
 |
| 出版日期 | 2020-08-08 |
| 卷号 | 29期号:4页码:43019 |
| ISSN号 | 1017-9909 |
| DOI | 10.1117/1.JEI.29.4.043019 |
| 文献子类 | 期刊论文 |
| 英文摘要 | Images collected in fog can lose contrast and fidelity due to the scattering and absorption of light by the fog particles. In particular, unlike common white fog, colored fog exhibits varying degrees of light attenuation at different wavelengths, resulting in the simultaneous deviation of contrast and color. We present the failure of the traditional algorithm in the colored haze removal process. In order to eliminate the negative influence of colored fog on images, we introduce a hazy image restoration algorithm based on the modified color balance and variant of the dark-channel dehazing process. Our proposed technique corrects the color deviation, such that the transmission of each color channel is consistent, thus allowing for defogging via the dark-channel principle to improve the image quality. Moreover, we use the L-0 gradient minimization algorithm to improve the dark-channel algorithm, thus optimizing the output of underwater image processing. Our proposed method is implemented for the restoration of several hazy underwater images, proving its ability to effectively eliminate the influence of different types of colored fog, overcoming the key limitation of the traditional dehazing approach. (C) 2020 SPIE and IS&T |
| WOS关键词 | IMAGE-ENHANCEMENT |
| 语种 | 英语 |
| WOS记录号 | WOS:000582373000033 |
| 源URL | [http://ir.ioe.ac.cn/handle/181551/10157]  |
| 专题 | 光电技术研究所_自适应光学技术研究室（八室） |
| 作者单位 | Chinese Acad Sci, Inst Opt & Elect, Chengdu, Peoples R China |
| 推荐引用方式 GB/T 7714 | Jin, Ruiyan,Wang, Shuai,Zhao, JianPing,et al. Color balancing and dehazing algorithm for colored haze removal[J]. JOURNAL OF ELECTRONIC IMAGING,2020,29(4):43019. |
| APA | Jin, Ruiyan,Wang, Shuai,Zhao, JianPing,&Yang, Ping.(2020).Color balancing and dehazing algorithm for colored haze removal.JOURNAL OF ELECTRONIC IMAGING,29(4),43019. |
| MLA | Jin, Ruiyan,et al."Color balancing and dehazing algorithm for colored haze removal".JOURNAL OF ELECTRONIC IMAGING 29.4(2020):43019. |
入库方式： OAI收割
来源：光电技术研究所
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