30 October 2009 An image fusion method based on EMD decomposition
Author Affiliations +
Proceedings Volume 7494, MIPPR 2009: Multispectral Image Acquisition and Processing; 74941R (2009) https://doi.org/10.1117/12.832639
Event: Sixth International Symposium on Multispectral Image Processing and Pattern Recognition, 2009, Yichang, China
Abstract
The fusion of panchromatic image and multispectral image is one of the significant issues in the application of remote sensing , by which it can integrate multispectral and panchromatic images with their respective strengths to compress the data size and improve data utilization. In this paper, an IHS (Intensity-Hue-Saturation) image fusion method is presented based on Bidimensional Empirical Mode Decomposition (BEMD).Firstly, multispectral image is transformed form the RGB color space to HIS color space, then I component and panchromatic image are carried out decomposition respectively using BEMD method. The intrinsic mode surface of decomposed panchromatic image is used to replace that of decomposed I component. Finally the image is transformed back to original RGB color space from IHS color space, achieving the image fusion. The experiment shows that the new image fusion method is superior to the traditional methods.
© (2009) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Xiaodong Zhang, Xiaodong Zhang, Zhiyan Yan, Zhiyan Yan, Jianya Gong, Jianya Gong, } "An image fusion method based on EMD decomposition", Proc. SPIE 7494, MIPPR 2009: Multispectral Image Acquisition and Processing, 74941R (30 October 2009); doi: 10.1117/12.832639; https://doi.org/10.1117/12.832639
PROCEEDINGS
9 PAGES


SHARE
Back to Top