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Proceedings Paper

Image fusion of Hyperion and Ikonos imagery
Author(s): Soo Chin Liew; Chew Wai Chang; Leong Keong Kwoh
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Paper Abstract

We attempted a method of fusing a coarse resolution hyperspectral image and a high spatial resolution image with a few spectral bands to produce a high resolution hyperspectral image, and to extract the spectra of the end-members. The method is based on the linear spectral mixing model and an iterative maximum-likelihood algorithm is used to invert the mixing equation. The effects of noise and misregistration error are investigated. Misregistration seems to be a main factor determining the accuracy of the final products.

Paper Details

Date Published: 11 June 2003
PDF: 5 pages
Proc. SPIE 4898, Image Processing and Pattern Recognition in Remote Sensing, (11 June 2003); doi: 10.1117/12.467826
Show Author Affiliations
Soo Chin Liew, National Univ. of Singapore (Singapore)
Chew Wai Chang, National Univ. of Singapore (Singapore)
Leong Keong Kwoh, National Univ. of Singapore (Singapore)


Published in SPIE Proceedings Vol. 4898:
Image Processing and Pattern Recognition in Remote Sensing
Stephen G. Ungar; Shiyi Mao; Yoshifumi Yasuoka, Editor(s)

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