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Paper Abstract and Keywords
Presentation 2022-05-19 16:10
[Invited Talk] Image and Video Restoration with Deep Learning
Satoshi Iizuka (Univ. of Tsukuba)
Abstract (in Japanese) (See Japanese page) 
(in English) In this talk, I will introduce techniques for restoring black-and-white images and videos with high accuracy using deep neural networks. First, I will explain the basic mechanisms of the deep learning-based approaches and then introduce specific research cases, focusing on our recent works. I will also present actual applications, such as the color restoration of Claude Monet's damaged painting, and discuss current limitations.
Keyword (in Japanese) (See Japanese page) 
(in English) Image restoration / Image colorization / Deep learning / / / / /  
Reference Info. ITE Tech. Rep.
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Conference Information
Committee IEICE-SIP IEICE-BioX IEICE-IE IEICE-MI IST ME  
Conference Date 2022-05-19 - 2022-05-20 
Place (in Japanese) (See Japanese page) 
Place (in English) Kumamoto University 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To IEICE-SIP 
Conference Code 2022-05-SIP-BioX-IE-MI-IST-ME 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Image and Video Restoration with Deep Learning 
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Keyword(1) Image restoration  
Keyword(2) Image colorization  
Keyword(3) Deep learning  
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1st Author's Name Satoshi Iizuka  
1st Author's Affiliation University of Tsukuba (Univ. of Tsukuba)
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Date Time 2022-05-19 16:10:00 
Presentation Time 50 minutes 
Registration for IEICE-SIP 
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Volume (vol) vol.46 
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