Presentation 2008-03-14
Super Resolution Interpolation Based on the Phase-Only Correlation
Kota MURAHIRA, Akira TAGUCHI,
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Abstract(in English) In most electronic imaging applications, images with high resolution (HR) are desired and often required. One promising approach is using signal processing techniques to obtain an HR image (or sequence) from observed multiple low-resolution (LR) images. Such a resolution enhancement approach is called super resolution (SR) image reconstruction. In this paper, we proposed a novel SR method. It is necessary to obtain different looks at the same scene for the SR technique. If these scene motions are known or can be estimated within sub-pixel accuracy and if we combine these LR images, SR image reconstruction is possible. In this paper, we use the phase-only correlation to estimate the motions of multiple SR images one another. Moreover, a simple interpolation method for the combined SR images is proposed.
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Keyword(in English) Super resolution image reconstruction / Phase-only correlation / Interpolation
Paper # SIS2007-90
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Committee SIS
Conference Date 2008/3/7(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Super Resolution Interpolation Based on the Phase-Only Correlation
Sub Title (in English)
Keyword(1) Super resolution image reconstruction
Keyword(2) Phase-only correlation
Keyword(3) Interpolation
1st Author's Name Kota MURAHIRA
1st Author's Affiliation Department of Electrical and Electronic Engineering, Musashi Institute of Technology()
2nd Author's Name Akira TAGUCHI
2nd Author's Affiliation Department of Biomedical Engineering, Musashi Institute of Technology
Date 2008-03-14
Paper # SIS2007-90
Volume (vol) vol.107
Number (no) 548
Page pp.pp.-
#Pages 6
Date of Issue