Contour-based automatic crater recognition using digital elevation models from Chang'E missions
文献类型:期刊论文
作者 | Zuo, Wei1,2,3![]() ![]() ![]() ![]() |
刊名 | COMPUTERS & GEOSCIENCES
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出版日期 | 2016-12-01 |
卷号 | 97页码:79-88 |
关键词 | Lunar surface crater Automatic recognition Image processing Pattern recognition Contour line Digital elevation model |
英文摘要 | In order to provide fundamental information for exploration and related scientific research on the Moon and other planets, we propose a new automatic method to recognize craters on the lunar surface based on contour data extracted from a digital elevation model (DEM). Through DEM and image processing, this method can be used to reconstruct contour surfaces, extract and combine contour lines, set the characteristic parameters of crater morphology, and establish a crater pattern recognition program. The method has been tested and verified with DEM data from Chang'E-1 (CE-1) and Chang'E-2 (CE-2), showing a strong crater recognition ability with high detection rate, high robustness, and good adaptation to recognize various craters with different diameter and morphology. The method has been used to identify craters with high precision and accuracy on the Moon. The results meet requirements for supporting exploration and related scientific research for the Moon and planets. (C) 2016 Elsevier Ltd. All rights reserved. |
WOS标题词 | Science & Technology ; Technology ; Physical Sciences |
类目[WOS] | Computer Science, Interdisciplinary Applications ; Geosciences, Multidisciplinary |
研究领域[WOS] | Computer Science ; Geology |
关键词[WOS] | INNER SOLAR-SYSTEM ; IMPACT CRATERS ; LUNAR ; CLASSIFICATION ; FREQUENCY ; AGES |
收录类别 | SCI |
语种 | 英语 |
WOS记录号 | WOS:000387521800008 |
源URL | [http://ir.bao.ac.cn/handle/114a11/6842] ![]() |
专题 | 国家天文台_月球与深空探测研究部 |
作者单位 | 1.Chinese Acad Sci, Key Lab Lunar & Deep Space Explorat, Beijing 100012, Peoples R China 2.Chinese Acad Sci, Natl Astron Observ, Beijing 100012, Peoples R China 3.Univ Chinese Acad Sci, Coll Astron & Space Sci, Beijing 100049, Peoples R China 4.Donghua Univ, Coll Text, Shanghai 200051, Peoples R China |
推荐引用方式 GB/T 7714 | Zuo, Wei,Zhang, Zhoubin,Li, Chunlai,et al. Contour-based automatic crater recognition using digital elevation models from Chang'E missions[J]. COMPUTERS & GEOSCIENCES,2016,97:79-88. |
APA | Zuo, Wei,Zhang, Zhoubin,Li, Chunlai,Wang, Rongwu,Yu, Linjie,&Geng, Liang.(2016).Contour-based automatic crater recognition using digital elevation models from Chang'E missions.COMPUTERS & GEOSCIENCES,97,79-88. |
MLA | Zuo, Wei,et al."Contour-based automatic crater recognition using digital elevation models from Chang'E missions".COMPUTERS & GEOSCIENCES 97(2016):79-88. |
入库方式: OAI收割
来源:国家天文台
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