| SAM权重法在端元提取中的应用 |
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| 引用本文： | 朱怀朝,王茂芝,崔之熠,刘国涛,芶盛.SAM权重法在端元提取中的应用[J].四川理工学院学报(自然科学版),2011,24(2):214-217. |
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| 作者姓名： | 朱怀朝 王茂芝 崔之熠 刘国涛 芶盛 |
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| 作者单位： | 成都理工大学管理科学学院数学地质四川省高校重点实验室,成都,610059 |
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| 基金项目： | 国家863计划重点课题 |
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| 摘 要： | 高光谱遥感的出现使得在宽波段遥感中不可探测的物质能被探测。获得的高光谱数据大都具有数据冗余度高、信噪比低等特点。文章通过idl编程实现高光谱数据的特征提取并利用其做了端元提取流程与光谱解混,及权重法SAM端元提取、混合光谱分解模型及实现。利用SAM权重法能够完成端元提取并最终得到的解混结果。
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| 关 键 词： | 高光谱遥感 像元纯净指数 特征提取 光谱角度填图 |
Application of SAM in Endmember Extraction |
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| ZHU Huai-zhao,WANG Mao-zhi,CUI Zhi-yi,LIU Guo-tao,GOU Sheng.Application of SAM in Endmember Extraction[J].Journal of Sichuan University of Science & Engineering:Natural Science Editton,2011,24(2):214-217. |
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| Authors: | ZHU Huai-zhao WANG Mao-zhi CUI Zhi-yi LIU Guo-tao GOU Sheng |
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| Institution: | (Key Lab of Geomathematics of Sichuan Province,College of Management Science,Chengdu University of Technology,Chengdu 610059,China) |
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| Abstract: | The emergence of hyperspectral remote sensing technology makes the undetected interested object can be detected by remote sensing technology today,it is important for extracting data with features as high redundancy and low signal-to-noise ratio of hyperspectral data.It contains space,radiation and spectrum.The paper analyzes the theory with IDL to obtain feature extraction,and uses the results to obtain endmember extraction and spectral unmixing algorithm and dpectral angle mapper.Through this test,the technology and method of endmember extraction and spectral unmixing in hyperspectral remote sensing is taking shape. |
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| Keywords: | hyperspectral remote sensing pure pixel feature extraction spectral angle mapper |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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