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《Journal of Institute of Surveying and Mapping》 2004-04
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The Hughes Phenomenon in Hyperspectral Analysis and the Application of the Lowpass Filter

YANG Zhe-hai~1, LI Zhi-xin~2, HAN Jian-feng~2, GONG Da-peng~2 (1.Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China; 2.65015 Troops,Dalian 116023,China)  
Hyperspectral images , which can provide more detailed ground truth information due to the higher spectral resolution, have gathered more and more people's attention. The paper introduces the Hughes phenomenon which can severely deteriorate classification performance, then the author proved that by utilizing a lowpass filter more accurate classification results can be achieved because of the better class separability.
【CateGory Index】: P237
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