Presentation 2014-02-17
Super resolution by single image based on total variation regularization : Improvement of image quality by edge sharpening
Hiroki TSURUSAKI, Masashi KAMEDA, Prima Oky Dicky Ardiansyah,
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Abstract(in English) In order to improve the image quality of enlarged image, the super resolution using total variation regularization has been proposed. In the proposed method, the hybrid texture image is constructed by the combination of high frequency images which are defined as the enlarged high frequency components by the linear interpolation, after several high frequency components are generated by applying the total variation regularization to input image. The super-resolution image in our method has the problem that the false contour is occurred around edge. The construction method of the hybrid texture image is presented by considering the position of the false contour.
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Keyword(in English) Super Resolution / Total Variation Regularization / Hybrid Texture Image / False Contour
Paper # ITS2013-32,IE2013-97
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Committee IE
Conference Date 2014/2/10(1days)
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Registration To Image Engineering (IE)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Super resolution by single image based on total variation regularization : Improvement of image quality by edge sharpening
Sub Title (in English)
Keyword(1) Super Resolution
Keyword(2) Total Variation Regularization
Keyword(3) Hybrid Texture Image
Keyword(4) False Contour
1st Author's Name Hiroki TSURUSAKI
1st Author's Affiliation Graduate School of Software and Information Science, Iwate Prefectural University()
2nd Author's Name Masashi KAMEDA
2nd Author's Affiliation Graduate School of Software and Information Science, Iwate Prefectural University
3rd Author's Name Prima Oky Dicky Ardiansyah
3rd Author's Affiliation Graduate School of Software and Information Science, Iwate Prefectural University
Date 2014-02-17
Paper # ITS2013-32,IE2013-97
Volume (vol) vol.113
Number (no) 434
Page pp.pp.-
#Pages 6
Date of Issue