Automated Detection of Low-Contrast Solar Features Using the Phase-Congruency Algorithm | |
Feng, S1,2,3; Xu Z(徐稚)4; Wang, F1; Deng, H1; Yang, YF1,2,3; Ji, KF1 | |
发表期刊 | SOLAR PHYSICS |
2014-10 | |
卷号 | 289期号:10页码:3985-3994 |
DOI | 10.1007/s11207-014-0538-2 |
产权排序 | 第4完成单位 |
收录类别 | SCI |
关键词 | Corona, structures Sunspots, umbrae Image processing Phase congruency |
摘要 | We propose a new feature-detection technique based on phase-congruency (PC) measurements to automatically recognize or enhance faint features in solar observations, such as off-limb coronal loops and umbral dots. Compared with other feature-detection methods that are based on gradient illuminance and imaging filtering, PC-based measurements are particular efficient for recognizing faint features, which generally have a low-intensity contrast to their surroundings. In the present article, we carry out a PC-based measurement of the local weighted mean phase angle (LWMPA) at each point in an image to indicate or highlight low-contrast features. We first used artificial images to check the detection accuracy and sensitivity to the noise of this approach. Subsequently, we applied this approach to an EUV observation obtained by the Solar Dynamics Observatory/Atmospheric Imaging Assembly to highlight off-limb coronal loops, and a photospheric observation obtained by the Hinode/Solar Optical Telescope to recognize faint dots within the cores of sunspots and pores. The results illustrate that this PC-based measurement of the LWMPA is a robust detection method for faint structures in solar observations. |
资助项目 | National NaNational Natural Science Foundation of China[U1231205] ; National NaNational Natural Science Foundation of China[11163004] ; National NaNational Natural Science Foundation of China[11263004] ; National NaNational Natural Science Foundation of China[11103075] ; National NaNational Natural Science Foundation of China[11303011] ; Key Laboratory of Solar Activity of the Chinese Academy of Sciences[KLSA201309] ; Key Laboratory of Astronomical Optics and Technology, Nanjing Institute of Astronomical Optics and Technology, Chinese Academy of Sciences[CAS-KLAOT-KF201306] ; Key Laboratory of Modern Astronomy and Astrophysics (Nanjing University), Ministry of Education, Chinatural Science Foundation of China (NSFC)[41274176] |
项目资助者 | National NaNational Natural Science Foundation of China[U1231205, 11163004, 11263004, 11103075, 11303011] ; Key Laboratory of Solar Activity of the Chinese Academy of Sciences[KLSA201309] ; Key Laboratory of Astronomical Optics and Technology, Nanjing Institute of Astronomical Optics and Technology, Chinese Academy of Sciences[CAS-KLAOT-KF201306] ; Key Laboratory of Modern Astronomy and Astrophysics (Nanjing University), Ministry of Education, Chinatural Science Foundation of China (NSFC)[41274176] |
语种 | 英语 |
学科领域 | 天文学 ; 太阳与太阳系 |
文章类型 | Article |
出版者 | SPRINGER |
出版地 | VAN GODEWIJCKSTRAAT 30, 3311 GZ DORDRECHT, NETHERLANDS |
ISSN | 0038-0938 |
URL | 查看原文 |
WOS记录号 | WOS:000339384900019 |
WOS研究方向 | Astronomy & Astrophysics |
WOS类目 | Astronomy & Astrophysics |
关键词[WOS] | IMAGE-PROCESSING TECHNIQUES ; UMBRAL DOTS ; OPTICAL TELESCOPE ; FINE-STRUCTURE ; BRIGHT POINTS ; CORONAL LOOPS ; HINODE ; RECOGNITION ; REGIONS ; SYSTEM |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ynao.ac.cn/handle/114a53/4704 |
专题 | 抚仙湖太阳观测和研究基地 |
通讯作者 | Ji, KF |
作者单位 | 1.Yunnan Key Laboratory of Computer Technology Application, Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, 650500, China 2.Key Laboratory of Solar Activity, National Astronomical Observatories, Chinese Academy of Sciences, Beijing, 100012, China 3.Key Laboratory of Modern Astronomy and Astrophysics, Nanjing University, Ministry of Education, Nanjing, 210093, China 4.Yunnan Astronomical Observatory, National Astronomical Observatories, Chinese Academy of Sciences, Kunming, 650011, China |
推荐引用方式 GB/T 7714 | Feng, S,Xu Z,Wang, F,et al. Automated Detection of Low-Contrast Solar Features Using the Phase-Congruency Algorithm[J]. SOLAR PHYSICS,2014,289(10):3985-3994. |
APA | Feng, S,Xu Z,Wang, F,Deng, H,Yang, YF,&Ji, KF.(2014).Automated Detection of Low-Contrast Solar Features Using the Phase-Congruency Algorithm.SOLAR PHYSICS,289(10),3985-3994. |
MLA | Feng, S,et al."Automated Detection of Low-Contrast Solar Features Using the Phase-Congruency Algorithm".SOLAR PHYSICS 289.10(2014):3985-3994. |
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