Fig. 1From: Hyperspectral image classification with SVM and guided filterFramework of HSI classification by the proposed method. Original HSI was used to get the guidance image (filter) and decomposed HSI by PCA firstly. Then, decomposed HSI was filtered by a guidance filter. Subsequently, a SVM classifier was adopted to get the classification map. Finally, edge preserving filter was applied to optimize the classification mapBack to article page