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Automated detection of subpixel hyperspectral targets with adaptive multichannel discrete wavelet transform

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3 Author(s)
L. M. Bruce ; Electr. & Comput. Eng. Dept., Mississippi State Univ., MS, USA ; Jiang Li ; Yan Huang

This paper introduces the use of adaptive multichannel discrete wavelet transforms (AMDWTs), allowing for a customized design of optimum mother wavelets, for the detection of a constituent absorption band within a hyperspectral curve. Even when the target's amplitude is only 3% of the background signal's amplitude, the AMDWT approach produces target detection rates of 90%

Published in:

IEEE Transactions on Geoscience and Remote Sensing  (Volume:40 ,  Issue: 4 )