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Paper Abstract and Keywords
Presentation 2019-03-07 10:40
A Study of Global Motion Compensation for Frame Interpolation with High-Resolution and High-Frame Rate Video
Keita Ukihashi, Takashi Imagawa (Ritsumeikan Univ.), Hiroshi Tsutsui, Yoshikazu Miyanaga (Hokkaido Univ.), Hiroyuki Ochi (Ritsumeikan Univ.) SIS2018-47
Abstract (in Japanese) (See Japanese page) 
(in English) Frame interpolation is a method to realize wireless transmission of high frame-rate and high-resolution video in a sensor network whose transmission rate is strictly limited. A frame interpolation method is a technology that improves the frame rate by inserting interpolated frames with compensating for global and local motion. A frame interpolation method has been proposed which uses video stream that has two types of information; high-resolution video and high-frame-rate video. This method, however, sometimes creates low-quality interpolation frames when the luminance of foreground and background are similar and when the local motion is small as compared with global motion. We introduce FgSegNet in the existing procedure to improve the quality of foreground segmentation, but it also degrades the quality of global motion compensation. In this report, we propose some methods to detect failures of homography transformation and to eliminate/compensate feature points for improving the quality of global motion compensation. We also propose a new pixel blending method to improve the quality of interpolated frames.
Keyword (in Japanese) (See Japanese page) 
(in English) frame interpolation / motion compensation / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 473, SIS2018-47, pp. 53-58, March 2019.
Paper # SIS2018-47 
Date of Issue 2019-02-27 (SIS) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
and
reproduction
技術研究報告に掲載された論文の著作権はIEICEに帰属します.(許諾番号:10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF SIS2018-47

Conference Information
Committee SIS  
Conference Date 2019-03-06 - 2019-03-07 
Place (in Japanese) (See Japanese page) 
Place (in English) Tokyo Univ. Science, Katsushika Campus 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Soft Computing, etc. 
Paper Information
Registration To SIS 
Conference Code 2019-03-SIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Study of Global Motion Compensation for Frame Interpolation with High-Resolution and High-Frame Rate Video 
Sub Title (in English)  
Keyword(1) frame interpolation  
Keyword(2) motion compensation  
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1st Author's Name Keita Ukihashi  
1st Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
2nd Author's Name Takashi Imagawa  
2nd Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
3rd Author's Name Hiroshi Tsutsui  
3rd Author's Affiliation Hokkaido University (Hokkaido Univ.)
4th Author's Name Yoshikazu Miyanaga  
4th Author's Affiliation Hokkaido University (Hokkaido Univ.)
5th Author's Name Hiroyuki Ochi  
5th Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
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Speaker
Date Time 2019-03-07 10:40:00 
Presentation Time 20 
Registration for SIS 
Paper # IEICE-SIS2018-47 
Volume (vol) IEICE-118 
Number (no) no.473 
Page pp.53-58 
#Pages IEICE-6 
Date of Issue IEICE-SIS-2019-02-27 


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