Wavelet-based hyperspectral and multispectral image fusion

Richard B. Gomez; Amin Jazaeri; Menas Kafatos

doi:10.1117/12.428249

1 June 2001 Wavelet-based hyperspectral and multispectral image fusion

Richard B. Gomez, Amin Jazaeri, Menas Kafatos

Proceedings Volume 4383, Geo-Spatial Image and Data Exploitation II; (2001) https://doi.org/10.1117/12.428249
Event: Aerospace/Defense Sensing, Simulation, and Controls, 2001, Orlando, FL, United States

Abstract

Different research groups have recently studied the concept of wavelet image fusion between panchromatic and multispectral images using different approaches. In this paper, a new approach using the wavelet based method for data fusion between hyperspectral and multispectral images is presented. Using this wavelet concept of hyperspectral and multispectral data fusion, we performed image fusion between two spectral levels of a hyperspectral image and one band of multispectral image. The reconstructed image has a root mean square error of 2.8 per pixel and a signal-to- noise ratio of 36 dB. We achieved our goal of creating a composite image that has the same spectral resolution as the hyperspectral image and the same spatial resolution as the multispectral image with minimum artifacts.

Citation Download Citation

Richard B. Gomez, Amin Jazaeri, and Menas Kafatos "Wavelet-based hyperspectral and multispectral image fusion", Proc. SPIE 4383, Geo-Spatial Image and Data Exploitation II, (1 June 2001); https://doi.org/10.1117/12.428249

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