Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1109/36.934068 |
The impact of viewing geometry on material discriminability in hyperspectral images | |
Suen, PH; Healey, G; Slater, D | |
通讯作者 | Suen, PH |
来源期刊 | IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
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ISSN | 0196-2892 |
出版年 | 2001 |
卷号 | 39期号:7页码:1352-1359 |
英文摘要 | An increase in the off-nadir viewing angle for an airborne visible/near-infrared through short-wave infrared (VNIR/SWIR) imaging spectrometer leads to a decrease in upward atmospheric transmittance and an increase in line-of-sight scattered path radiance. These effects combine to reduce the spectral contrast between different materials in the sensed, signal. We analyze the impact of viewing angle on material discriminability for 237 materials over a wide range of conditions. Material discriminability is quantified using a statistical algorithm that employs a subspace model to represent the set of spectra for a material as conditions vary. We show that reliable material discrimination is possible over a range of conditions even for large off-nadir viewing angles. We illustrate the performance of material identification over different viewing angles using simulated forest and desert hyperspectral digital imagery collection experiment (HYDICE) images. |
英文关键词 | hyperspectral digital imagery collection experiment (HYDICE) invariant material discriminability remote sensing |
类型 | Article |
语种 | 英语 |
国家 | USA |
收录类别 | SCI-E |
WOS记录号 | WOS:000170123500003 |
WOS关键词 | IMAGING SPECTROMETER AVIRIS ; LINEAR-MODELS ; SPECTRAL REFLECTANCE ; HYDICE SYSTEM ; ILLUMINATION ; PERFORMANCE ; DAYLIGHT |
WOS类目 | Geochemistry & Geophysics ; Engineering, Electrical & Electronic ; Remote Sensing ; Imaging Science & Photographic Technology |
WOS研究方向 | Geochemistry & Geophysics ; Engineering ; Remote Sensing ; Imaging Science & Photographic Technology |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/140915 |
作者单位 | (1)Univ Calif Irvine, Irvine, CA 92697 USA |
推荐引用方式 GB/T 7714 | Suen, PH,Healey, G,Slater, D. The impact of viewing geometry on material discriminability in hyperspectral images[J],2001,39(7):1352-1359. |
APA | Suen, PH,Healey, G,&Slater, D.(2001).The impact of viewing geometry on material discriminability in hyperspectral images.IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING,39(7),1352-1359. |
MLA | Suen, PH,et al."The impact of viewing geometry on material discriminability in hyperspectral images".IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 39.7(2001):1352-1359. |
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