Impact of Hybrid Pansharpening Approaches Applied to Hyperspectral ImagesReport as inadecuate

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1 GIPSA-SIGMAPHY - SIGMAPHY GIPSA-DIS - Département Images et Signal 2 DIEM - Department of Information Engineering, Electrical Engineering and Applied Mathematics 3 Toulouse - ONERA - The French Aerospace Lab

Abstract : Pansharpening techniques can be divided into component substitution CS and multi-resolution analysis MRA based methods. Generally, the CS methods result in fused images having high spatial quality but the fused images suffer from spectral distortions. On the other hand, images obtained using MRA techniques are not as sharp as CS methods but they are spectrally consistent. Both substitution and filtering approaches are considered adequate when applied to multi-spectral and PAN images, but have many drawbacks when the low-resolution image is a hyperspectral image. Based on these findings, the use of a hybrid approach, combining the better spatial information of CS and the more accurate spectral information of MRA techniques, may result in an improvement in terms of spectral quality, spatial sharpness as well as computational time.

Keywords : multi-resolution analysis Hyperspectral Pansharpening component substitution

Author: G Licciardi - Miguel Angel Veganzones - G Vivone - L Loncan - Jocelyn Chanussot -



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