用于图像拼接的高光谱飞行线调平和散射校正

Derek M. Rogge, M. Bachmann, B. Rivard, Jilu Feng
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引用次数: 9

摘要

通常需要为包含多个相邻飞行线的高光谱调查创建“无缝”马赛克。这样做是为了视觉连续性和消除线到线的辐射不一致,以便后续分析。本文提出了一种新的经验方法来生成图像拼接,这是双重的。第一步是应用逐像素散射校正来调整BRDF效果。这种校正是基于植被指数和图像的平均反射率。第二步是找平程序,该找平程序平等地对待每条线,以导出基于给定像素的扫描角度加权的逐带校正因子。结果表明,散射校正与调平相结合可以显著减少线间不一致,并产生高质量的拼接。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hyperspectral flight-line leveling and scattering correction for image mosaics
Commonly there is a need to create a “seamless” mosaic for hyperspectral surveys that include multiple adjacent flight-lines. This is done for both visual continuity and to remove line to line radiometric inconsistencies for subsequent analysis. This paper presents a novel empirical approach to generate image mosaics that is two fold. The first step is to apply a per-pixel scattering correction to adjust for BRDF effects. This correction is based on a vegetation index and the mean reflectance of the image. The second step is a leveling procedure that treats each line equally to derive a band by band correction factor that is weighted based on the scan angle of a given pixel. The results show that the scattering correction combined with the leveling procedure can significantly reduces line to line inconsistencies and produce a high quality mosaic.
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