The impact of viewing geometry on material discriminability in hyperspectral images

被引：8

作者：

Suen, PH ^{[1
]}

Healey, G ^{[1
]}

Slater, D ^{[1
]}

机构：

[1] Univ Calif Irvine, Irvine, CA 92697 USA

来源：

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2001年 / 39卷 / 07期

关键词：

hyperspectral digital imagery collection experiment (HYDICE); invariant; material discriminability; remote sensing;

D O I：

10.1109/36.934068

中图分类号：

P3 [地球物理学]; P59 [地球化学];

学科分类号：

0708 ; 070902 ;

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.

引用

页码：1352 / 1359

页数：8

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