| Automatic detection of solar radio burst using k-means clustering | |
Cui, Zexiao1,3; Yuan, Guowu1,3; Gao GN(高冠男)2,3 ; Dong L(董亮)2,3; Zhou, Hao1; Gao, Yun1; Guo SJ(郭少杰)2,3; Wang M(汪敏)2,3
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| 会议录名称 | Proceedings of SPIE - Eleventh International Conference on Digital Image Processing (ICDIP 2019) |
| 2019-08-14 | |
| 卷号 | 11179 |
| DOI | 10.1117/12.2539668 |
| 会议录编者/会议主办者 | Hwang, JN; Jiang, X |
| 产权排序 | 第2完成单位 |
| 收录类别 | EI ; CPCI |
| 会议名称 | 11th International Conference on Digital Image Processing (ICDIP) |
| 会议日期 | 2019-05-10 |
| 会议地点 | Sun Yat Sen Univ, Guangzhou, PEOPLES R CHINA |
| 会议赞助商 | E China Normal Univ; Int Assoc Comp Sci & Informat Technol |
| 关键词 | Solar radio bursts outlier detection K-means clustering |
| 摘要 | With the development of solar radio spectrometer, a large number of observational data has been obtained and the manual detection is difficult to reach the research needs. An automatic detection method of solar radio burst using k-means clustering was presented in this paper. K-means clustering is introduced to classify the burst points in solar radio spectrum, and it can do better in high spectral and time resolution spectrometer. The experimental results show that the proposed method is effective. |
| 资助项目 | Natural Science Foundation of China[11663007] ; Natural Science Foundation of China[11703089] ; Natural Science Foundation of China[41764007] ; Natural Science Foundation of China[61802337] ; Natural Science Foundation of China[U1831201] ; Open Project of Key Laboratory of Celestial Structure and Evolution, Chinese Academy of Sciences [OP201510] ; Open Project of the Key Laboratory of Space Weather of China Meteorological Administration ; Chinese Academy of Sciences |
| 项目资助者 | Natural Science Foundation of China[11663007, 11703089, 41764007, 61802337, U1831201] ; Open Project of Key Laboratory of Celestial Structure and Evolution, Chinese Academy of Sciences [OP201510] ; Open Project of the Key Laboratory of Space Weather of China Meteorological Administration ; Chinese Academy of Sciences |
| 语种 | 英语 |
| 学科领域 | 天文学 ; 射电天文学 ; 射电天文方法 |
| 文章类型 | Proceedings Paper |
| 出版者 | SPIE-INT SOC OPTICAL ENGINEERING |
| 出版地 | 1000 20TH ST, PO BOX 10, BELLINGHAM, WA 98227-0010 USA |
| ISBN号 | 978-1-5106-3076-5 |
| ISSN号 | 0277-786X |
| URL | 查看原文 |
| WOS记录号 | WOS:000511106700138 |
| WOS研究方向 | Optics |
| WOS类目 | Optics |
| EI入藏号 | 20193907475226 |
| EI主题词 | K-means clustering |
| EI分类号 | 657.2 Extraterrestrial Physics and Stellar Phenomena - 741.3 Optical Devices and Systems |
| 引用统计 | |
| 文献类型 | 会议论文 |
| 条目标识符 | http://ir.ynao.ac.cn/handle/114a53/21611 |
| 专题 | 射电天文研究组 中国科学院天体结构与演化重点实验室 |
| 通讯作者 | Yuan, Guowu |
| 作者单位 | 1.School of Information Science and Engineering, Yunnan University, Kunming, China 650091 2.Yunnan Observatories, Chinese academy of Sciences, Kunming, China 650011 3.Key Laboratory for the Structure and Evolution of Celestial Objects, Chinese Academy of Sciences, Kunming, China 650011 |
| 推荐引用方式 GB/T 7714 | Cui, Zexiao,Yuan, Guowu,Gao GN,et al. Automatic detection of solar radio burst using k-means clustering[C]//Hwang, JN; Jiang, X. 1000 20TH ST, PO BOX 10, BELLINGHAM, WA 98227-0010 USA:SPIE-INT SOC OPTICAL ENGINEERING,2019. |
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| Automatic detection （849KB） | 会议论文 | 开放获取 | CC BY-NC-SA | 浏览 请求全文 | ||
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