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On the Sampling Strategy for Evaluation of Spectral-Spatial Methods in Hyperspectral Image Classification

Liang, Jie; Zhou, Jun; Qian, Yuntao; Wen, Lian; Bai, Xiao; Gao, Yongsheng


Spectral-spatial processing has been increasingly explored in remote sensing hyperspectral image classification. While extensive studies have focused on developing methods to improve the classification accuracy, experimental setting and design for method evaluation have drawn little attention. In the scope of supervised classification, we find that traditional experimental designs for spectral processing are often improperly used in the spectral-spatial processing context, leading to unfair or...[Show more]

CollectionsANU Research Publications
Date published: 2017
Type: Journal article
Source: IEEE Transactions on Geoscience and Remote Sensing
DOI: 10.1109/TGRS.2016.2616489


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