In order to improve the identification ability of the existing weight method,based on support vector machines(SVMs) for hyperspectral image classification,an adaptive weight method is proposed.The proposed method is made up of two parts,namely,the improved mutual information with normalized value and the normalized image standard deviation quantified by an adjustable coefficient.This method considers the effects on the classification from not only the spectrum of hyperspectral image but also the...