Presentation 2004/12/9
Super- Resolution of Digital Images with Data-dependent Biasing
Yasuaki OKAMOTO, Akira TAGUCHI, Masamitsu TOKUDA,
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Abstract(in English) Enlargement of digital image is a prime technique in the digital image processing field. Generally, an image enlargement is realized by linear interpolation method. However, the enlargement image by linear interpolation will appear blurred. The heavy blurred areas, those include high-frequency components, such as step-edge and peaks. In order to realize the edge-preserving and the peak-creating interpolation, we have introduced the concept of the warped distance among the pixels and biasing the signal amplitude. This paper presents a novel interpolation with only biasing of the signal amplitude. The proposed method can create the peak point of concavo-convex shape signals. Furthermore, the proposed biasing method can preserve the signal edge. Thus, it is not necessary to combine the biasing and the warping.
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Keyword(in English) digital image / data-dependent biasing / interpolation / super-resolution
Paper # SIS2004-43
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Committee SIS
Conference Date 2004/12/9(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 of Digital Images with Data-dependent Biasing
Sub Title (in English)
Keyword(1) digital image
Keyword(2) data-dependent biasing
Keyword(3) interpolation
Keyword(4) super-resolution
1st Author's Name Yasuaki OKAMOTO
1st Author's Affiliation Department of Electronics and Communication Engineering, Musashi Institute of Technology()
2nd Author's Name Akira TAGUCHI
2nd Author's Affiliation Department of Electrical and Electronic Engineering, Musashi Institute of Technology
3rd Author's Name Masamitsu TOKUDA
3rd Author's Affiliation Department of Electronics and Communication Engineering, Musashi Institute of Technology
Date 2004/12/9
Paper # SIS2004-43
Volume (vol) vol.104
Number (no) 511
Page pp.pp.-
#Pages 6
Date of Issue