Fusion of multi-spectral and panchromatic images based on 2D-PWVD and SSIM

Dongjie Tan; Yi Liu; Ruonan Hou; Bindang Xue

doi:10.1117/12.2267623

8 March 2017 Fusion of multi-spectral and panchromatic images based on 2D-PWVD and SSIM

Dongjie Tan, Yi Liu, Ruonan Hou, Bindang Xue

Proceedings Volume 10255, Selected Papers of the Chinese Society for Optical Engineering Conferences held October and November 2016; 102553M (2017) https://doi.org/10.1117/12.2267623
Event: Selected Papers of the Chinese Society for Optical Engineering Conferences held October and November 2016, 2016, Jinhua, Suzhou, Chengdu, Xi'an, Wuxi, China

Abstract

A combined method using 2D pseudo Wigner-Ville distribution (2D-PWVD) and structural similarity(SSIM) index is proposed for fusion of low resolution multi-spectral (MS) image and high resolution panchromatic (PAN) image. First, the intensity component of multi-spectral image is extracted with generalized IHS transform. Then, the spectrum diagrams of the intensity components of multi-spectral image and panchromatic image are obtained with 2D-PWVD. Different fusion rules are designed for different frequency information of the spectrum diagrams. SSIM index is used to evaluate the high frequency information of the spectrum diagrams for assigning the weights in the fusion processing adaptively. After the new spectrum diagram is achieved according to the fusion rule, the final fusion image can be obtained by inverse 2D-PWVD and inverse GIHS transform. Experimental results show that, the proposed method can obtain high quality fusion images.

Citation Download Citation

Dongjie Tan, Yi Liu, Ruonan Hou, and Bindang Xue "Fusion of multi-spectral and panchromatic images based on 2D-PWVD and SSIM", Proc. SPIE 10255, Selected Papers of the Chinese Society for Optical Engineering Conferences held October and November 2016, 102553M (8 March 2017); https://doi.org/10.1117/12.2267623

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KEYWORDS

Image fusion

Silver

Discrete wavelet transforms

Image processing

Distortion

Image quality

Image resolution

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