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Automatic segmentation of solar granulations based on Morphology technique
Deng LH(邓林华)1,2,3
会议录名称Proceedings of the World Congress on Intelligent Control and Automation (WCICA)
2015-03-02
卷号2015-03
页码3364-3368
DOI10.1109/WCICA.2014.7053273
会议录编者/会议主办者IEEE
产权排序第1完成单位
收录类别EI ; CPCI
会议名称2014 11th World Congress on Intelligent Control and Automation, WCICA 2014
会议日期2014-06-29
会议地点Shenyang, China
关键词Granules Morphological Reconstruction Image Processing Otsu's Method Watershed Transform
摘要

Granulation segmentation of the solar photosphere is important step to obtain correct morphometric measures. In this paper, we present a novel method, using morphological technique, for granules segmentation in the solar photosphere. Firstly, a morphological filtering, employing opening-by-reconstruction and closing-by-reconstruction, is used to eliminate image noise. Secondly, Otsu technique is implemented to obtain an adaptive threshold. We use hole filling technique to fill the hole in the granular region. Finally, the Sobel edge-segmentation operator is utilized to extract the boundary of granules. It showed that the proposed method yields more accurate segmentation results than the watershed method, implying that it can be to further analyze such as granular evolution or statistical properties.

资助项目Opening Project of Key Laboratory of Astronomical Optics Technology ; Nanjing Institute of Astronomical Optics Technology ; Chinese Academy of Sciences[CAS-KLAOT-KF201304]
项目资助者Opening Project of Key Laboratory of Astronomical Optics Technology ; Nanjing Institute of Astronomical Optics Technology ; Chinese Academy of Sciences
语种英语
学科领域天文学 ; 太阳与太阳系 ; 太阳与太阳系其他学科 ; 电子、通信与自动控制技术
文章类型Proceedings Paper
出版者IEEE
出版地345 E 47TH ST, NEW YORK, NY 10017 USA
ISBN号978-1-4799-5825-2
URL查看原文
归档日期2015-11-20
WOS记录号WOS:000393066203070
WOS研究方向Automation & Control Systems
WOS类目Automation & Control Systems
关键词[WOS]Image ; Algorithm ; Granules
EI入藏号20152600976938
引用统计
被引频次:3[WOS]   [WOS记录]     [WOS相关记录]
文献类型会议论文
条目标识符http://ir.ynao.ac.cn/handle/114a53/4881
专题抚仙湖太阳观测和研究基地
通讯作者Deng LH(邓林华)
作者单位1.Yunnan Observatories, Chinese Academy of Sciences, Kunming 650011, P.R. China
2.Key Laboratory of Astronomical Optics & Technology, Nanjing Institute of Astronomical Optics & Technology Chinese Academy of Sciences, Nanjing 210042, P.R. China
3.University of Chinese Academy of Sciences, Beijing, 100049, P.R. China
第一作者单位中国科学院云南天文台
通讯作者单位中国科学院云南天文台
推荐引用方式
GB/T 7714
Deng LH. Automatic segmentation of solar granulations based on Morphology technique[C]//IEEE. 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE,2015:3364-3368.
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