Canopy spectral invariants, Part 2: Application to classification of forest types from hyperspectral data
نویسندگان
چکیده
منابع مشابه
Canopy spectral invariants, Part 2: Application to classification of forest types from hyperspectral data
Many studies have been conducted to demonstrate the ability of hyperspectral data to discriminate plant dominant species. Most of them have employed the use of empirically based techniques, which are site specific, requires some initial training based on characteristics of known leaf and/or canopy spectra and therefore may not be extendable to operational use or adapted to changing or unknown l...
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Many researches have demonstrated that the spatial information can play an important role in the classification of hyperspectral imagery. This study proposes a modified spectral–spatial classification approach for improving the spectral–spatial classification of hyperspectral images. In the proposed method ten spatial/texture features, using mean, standard deviation, contrast, homogeneity, corr...
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ژورنال
عنوان ژورنال: Journal of Quantitative Spectroscopy and Radiative Transfer
سال: 2011
ISSN: 0022-4073
DOI: 10.1016/j.jqsrt.2010.06.004