Column fixed-pattern noise removal in solar images using two-way filtering
文献类型：期刊论文
| 作者 | Lin, Hao5; Bai, Xianyong4; Feng, Song5; Liang, Bo5; Cao, Wenda3; Yuan, Ding2; Dai, Wei5; Guo YF(郭杨帆)1
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| 刊名 | ASTROPHYSICS AND SPACE SCIENCE
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| 出版日期 | 2024-10 |
| 卷号 | 369期号:10 |
| 关键词 | Astronomy data analysis (1858) Astronomical methods (1043) Astronomical techniques (1684) |
| ISSN号 | 0004-640X |
| DOI | 10.1007/s10509-024-04373-9 |
| 产权排序 | 第5完成单位 |
| 文献子类 | Article |
| 英文摘要 | Solar images are critically important for studying solar activities and features. Today, many observatories rely on CMOS sensors to acquire these images. However, these sensors often introduce column fixed-pattern noise (CFPN), seriously affecting image quality. Therefore, we proposed a two-way filtering algorithm to remove CFPN. Firstly, in the horizontal direction, we used the one-dimensional global weighted least squares filter and the efficient bilateral filter to obtain a coarse denoised image. Then, we utilized the weighted guided filter in the vertical direction to estimate the CFPN components, thereby obtaining a clean solar image. We selected three different solar observation images to compare and evaluate our results to those obtained by three comparative methods. The images are observed by the Solar Upper Transition Region Imager aboard the SATech-01 satellite. Additionally, we further used two quantitative metrics, photo response non-uniformity and mean relative deviation, to quantify the denoised results. The results demonstrate that our proposed method removes the CFPN better and preserves the image features in a more balanced way. |
| 学科主题 | 天文学 ; 太阳与太阳系 |
| URL标识 | 查看原文 |
| 出版地 | VAN GODEWIJCKSTRAAT 30, 3311 GZ DORDRECHT, NETHERLANDS |
| WOS关键词 | WAVELET |
| 资助项目 | Precision Mechanics of CAS; Innovation Academy for Microsatellites of CAS; US NSF[AGS-2309939]; New Jersey Institute of Technology; Korea Astronomy and Space Science Institute; Seoul National University; Open Fund of Yunnan Key Laboratory of Computer Technologies Application |
| WOS研究方向 | Astronomy & Astrophysics |
| 语种 | 英语 |
| WOS记录号 | WOS:001341273400001 |
| 出版者 | SPRINGER |
| 资助机构 | Precision Mechanics of CAS ; Innovation Academy for Microsatellites of CAS ; US NSF[AGS-2309939] ; New Jersey Institute of Technology ; Korea Astronomy and Space Science Institute ; Seoul National University ; Open Fund of Yunnan Key Laboratory of Computer Technologies Application |
| 版本 | 出版稿 |
| 源URL | [http://ir.ynao.ac.cn/handle/114a53/27652]  |
| 专题 | 云南天文台_射电天文研究组 |
| 作者单位 | 1.Yunnan Observatories, Chinese Academy of Sciences, Kunming, 650216, China 2.Institute of Space Science and Applied Technology, Harbin Institute of Technology, Shenzhen, 518055, China; 3.Big Bear Solar Observatory, New Jersey Institute of Technology, 40386 North Shore Lane, Big Bear City, CA, 92314, USA; 4.National Astronomical Observatories, Chinese Academy of Sciences, Beijing, 100101, China; 5.Faculty of Information Engineering and Automation, Kunming University of Science and Technology and Yunnan Key Laboratory of Computer Technologies Application, Kunming, 650500, China; |
| 推荐引用方式 GB/T 7714 | Lin, Hao,Bai, Xianyong,Feng, Song,et al. Column fixed-pattern noise removal in solar images using two-way filtering[J]. ASTROPHYSICS AND SPACE SCIENCE,2024,369(10). |
| APA | Lin, Hao.,Bai, Xianyong.,Feng, Song.,Liang, Bo.,Cao, Wenda.,...&郭杨帆.(2024).Column fixed-pattern noise removal in solar images using two-way filtering.ASTROPHYSICS AND SPACE SCIENCE,369(10). |
| MLA | Lin, Hao,et al."Column fixed-pattern noise removal in solar images using two-way filtering".ASTROPHYSICS AND SPACE SCIENCE 369.10(2024). |
入库方式： OAI收割
来源：云南天文台
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