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

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

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.

源语言英语
主期刊名Selected Papers of the Chinese Society for Optical Engineering Conferences held October and November 2016
编辑Hesheng Chen, Jianyu Wang, Jialing Le, Jianda Shao, Yueguang Lv
出版商SPIE
ISBN(电子版)9781510610118
DOI
出版状态已出版 - 2017
活动Chinese Society for Optical Engineering Conferences, CSOE 2016 - Jinhua, Suzhou, Chengdu, Xi'an, and Wuxi, 中国
期限: 1 11月 2016 → …

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
10255
ISSN(印刷版)0277-786X
ISSN(电子版)1996-756X

会议

会议Chinese Society for Optical Engineering Conferences, CSOE 2016
国家/地区中国
Jinhua, Suzhou, Chengdu, Xi'an, and Wuxi
时期1/11/16 → …

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