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Paper Abstract and Keywords
Presentation 2019-06-13 14:25
Single Image Super-Resolution for being flexible to downsampling kernel by using self-examplers
Shogo Seta, Takuro Yamaguchi, Masaaki Ikehara (Keio Univ)
Abstract (in Japanese) (See Japanese page) 
(in English) We propose a fast single super resolution which is comparable image quality with conventional methods without being based on external exemplars.Conventional methods reconstruct high-resolution images from low resolution images by learning mapping to the HR space. Because of external exemplars,the method reconstructs a high quality image ,but it takes a long time to learn and costs large memory.This is not preferred for real applications.To improve it ,Proposed method learns mapping by using self exemlars.In this report,we propose a single super resolution with self learning and based on optimization with l2 norm constraint to achieve a fast and small memory method.
Keyword (in Japanese) (See Japanese page) 
(in English) a single super resolution / self learning / sparse cording, / L2 norm / self dictionary / self simirality / /  
Reference Info. ITE Tech. Rep.
Paper #  
Date of Issue  
ISSN Print edition: ISSN 1342-6893  Online edition: ISSN 2424-1970
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Conference Information
Committee IEICE-SIS IPSJ-AVM 3DIT  
Conference Date 2019-06-13 - 2019-06-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Fukue Culture Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Intelligent Multimedia Systems, Applied Enbedded Systems, Three-Dimensional Image Technology (3DIT), etc. 
Paper Information
Registration To IEICE-SIS 
Conference Code 2019-06-SIS-AVM-3DIT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Single Image Super-Resolution for being flexible to downsampling kernel by using self-examplers 
Sub Title (in English)  
Keyword(1) a single super resolution  
Keyword(2) self learning  
Keyword(3) sparse cording,  
Keyword(4) L2 norm  
Keyword(5) self dictionary  
Keyword(6) self simirality  
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1st Author's Name Shogo Seta  
1st Author's Affiliation Keio University (Keio Univ)
2nd Author's Name Takuro Yamaguchi  
2nd Author's Affiliation Keio University (Keio Univ)
3rd Author's Name Masaaki Ikehara  
3rd Author's Affiliation Keio University (Keio Univ)
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Speaker
Date Time 2019-06-13 14:25:00 
Presentation Time 20 
Registration for IEICE-SIS 
Paper #  
Volume (vol) ITE-43 
Number (no)  
Page  
#Pages ITE- 
Date of Issue  


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