METHOD ON SIMULATING REMOTE SENSING IMAGE BAND BY USING GROUND-OBJECT SPECTRAL FEATURES STUDY
文献类型：期刊论文
| 作者 | Cheng Xi ; Shen Zhan-Feng ; Luo Jian-Cheng ; Shen Jin-Xiang ; Hu Xiao-Dong ; Zhu Chang-Ming |
| 刊名 | JOURNAL OF INFRARED AND MILLIMETER WAVES
 |
| 出版日期 | 2010 |
| 卷号 | 29期号:1页码:45-+ |
| ISSN号 | 1001-9014 |
| 关键词 | CLASSIFICATION |
| 通讯作者 | Cheng, X, Chinese Acad Sci, Inst Remote Sense Applicat Inst, Beijing 100101, Peoples R China |
| 中文摘要 | A method for remote sensing image band simulation based on ground-object spectral features study by support vector machine(SVM) was proposed, since the existing simulation methods had difficulties in the spectrum bands extension. By taking spectral features into account as a priori knowledge and according to the study of the complicated and nolinear relationships among ground-object spectra in different bands by SVM, a new band image was simulated on the basis of the existing sensor bands of multi-spectral remote sensing images. Based on TM red band simulation experiments, it is confirmed that the method can precisely simulate the real spectral images and the simulation results are reliable. Furthermore, the method was used to simulating IRS true-color experiments. The results verify that it is a practical method to reconstruct the missing bands of multi-spectral image. The method effectively resolves the band defection problem of multi-spectral images, and it also resolves the spectral bands deficiency of high spatial resolution remote sensing image to some extent. The method puts forward a new idea for establishing links between ground-object spectrum and remote sensing pixel spectrum. |
| 学科主题 | 地图学与地理信息系统 |
| 收录类别 | SCI |
| 公开日期 | 2011-08-19 |
| 源URL | [http://ir.xjlas.org/handle/365004/9984]  |
| 专题 | 新疆生态与地理研究所_中国科学院新疆生态与地理研究所(2010年以前数据) |
| 推荐引用方式 GB/T 7714 | Cheng Xi,Shen Zhan-Feng,Luo Jian-Cheng,et al. METHOD ON SIMULATING REMOTE SENSING IMAGE BAND BY USING GROUND-OBJECT SPECTRAL FEATURES STUDY[J]. JOURNAL OF INFRARED AND MILLIMETER WAVES,2010,29(1):45-+. |
| APA | Cheng Xi,Shen Zhan-Feng,Luo Jian-Cheng,Shen Jin-Xiang,Hu Xiao-Dong,&Zhu Chang-Ming.(2010).METHOD ON SIMULATING REMOTE SENSING IMAGE BAND BY USING GROUND-OBJECT SPECTRAL FEATURES STUDY.JOURNAL OF INFRARED AND MILLIMETER WAVES,29(1),45-+. |
| MLA | Cheng Xi,et al."METHOD ON SIMULATING REMOTE SENSING IMAGE BAND BY USING GROUND-OBJECT SPECTRAL FEATURES STUDY".JOURNAL OF INFRARED AND MILLIMETER WAVES 29.1(2010):45-+. |
入库方式： OAI收割
来源：新疆生态与地理研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。