Share Email Print
cover

Proceedings Paper

Effects of Brovey transform and wavelet transform on the information capacity of SPOT-5 imagery
Format Member Price Non-Member Price
PDF $14.40 $18.00
cover GOOD NEWS! Your organization subscribes to the SPIE Digital Library. You may be able to download this paper for free. Check Access

Paper Abstract

Image fusion based on a Brovey transform (BT) and wavelet transform (WT) is developed to merge SPOT-5 images. The main objective of this research was to study the effects of BT and WT on the information capacity of panchromatic and multispectral images. The results show that the spatial resolution of images merged by BT and WT is higher than that of the original SPOT-5 images. The two transforms techniques merge the features of the panchromatic and multispectral images very well. However, the hue of the WT merged image is very different from that of the original image, indicating that WT led to obvious color distortion. And the hue of the BT merged image is approximately the same as for the original image, with no image distortion. Furthermore, the discussion of the information capacity considers quality in terms of hue and definition, and quantity in terms of entropy, average gradient and spectral authenticity. Experimental results show that images merged by BT showed higher spatial resolution and better spectral features than the original SPOT-5 imagery. Images merged by WT also showed higher spatial resolution, but lost some spectral information. Therefore, BT is very efficient and highly accurate for merging SPOT-5 images.

Paper Details

Date Published: 5 March 2008
PDF: 5 pages
Proc. SPIE 6623, International Symposium on Photoelectronic Detection and Imaging 2007: Image Processing, 66230W (5 March 2008); doi: 10.1117/12.791423
Show Author Affiliations
Ningyu Zhang, Shandong Jianzhu Univ. (China)
Quanyuan Wu, Shandong Normal Univ. (China)


Published in SPIE Proceedings Vol. 6623:
International Symposium on Photoelectronic Detection and Imaging 2007: Image Processing

© SPIE. Terms of Use
Back to Top