Institutional Repository of Key Laboratory of Coastal Zone Environmental Processes, Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences (KLCEP)
| Virtual satellite construction and application for image classification | |
| Su, W.G.(1,2,3); Su, F.Z.(2); Zhou, C.H.(2); Su, F.Z. (sufz@lreis.ac.cn) | |
| 会议主办者 | LDE; LIESMARS; NRSCC; REIS |
| 2014 | |
| 会议名称 | 35th International Symposium on Remote Sensing of Environment, ISRSE 2013 |
| 卷号 | 17 |
| 会议日期 | April 22, 2013 - April 26, 2013 |
| 会议地点 | Beijing, China |
| ISSN号 | 1755-1307 |
| 产权排序 | (1) Key Laboratory of Coastal Zone Environmental Processes, Yantai Institute of Coastal Zone Research (YIC), Chinese Academy of Sciences (CAS), Yantai Shandong 264003, China ; (2) LREIS, Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing 100101, China ; (3) University of Chinese Academy of Sciences, Beijing 100049, China |
| 摘要 | Nowadays, most remote sensing image classification uses single satellite remote sensing data, so the number of bands and band spectral width is consistent. In addition, observed phenomenon such as land cover have the same spectral signature, which causes the classification accuracy to decrease as different data have unique characteristic. Therefore, this paper analyzes different optical remote sensing satellites, comparing the spectral differences and proposes the ideas and methods to build a virtual satellite. This article illustrates the research on the TM, HJ-1 and MODIS data. We obtained the virtual band X0 through these satellites' bands combined it with the 4 bands of a TM image to build a virtual satellite with five bands. Based on this, we used these data for image classification. The experimental results showed that the virtual satellite classification results of building land and water information were superior to the HJ-1 and TM data respectively. |
| 作者部门 | 中科院海岸带环境过程与生态修复重点实验室 |
| DOI | 10.1088/1755-1315/17/1/012084 |
| 收录类别 | EI |
| 语种 | 英语 |
| 引用统计 | |
| 文献类型 | 会议论文 |
| 条目标识符 | http://ir.yic.ac.cn/handle/133337/8837 |
| 专题 | 中国科学院海岸带环境过程与生态修复重点实验室 |
| 通讯作者 | Su, F.Z. (sufz@lreis.ac.cn) |
| 推荐引用方式 GB/T 7714 | Su, W.G.,Su, F.Z.,Zhou, C.H.,et al. Virtual satellite construction and application for image classification[C]:Institute of Physics Publishing,2014. |
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| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| Virtual satellite co（624KB） | 会议论文 | 开放获取 | CC BY-NC-SA | 浏览 下载 | ||
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