ITE Technical Group Submission System
Conference Paper's Information
Online Proceedings
[Sign in]
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2019-12-05 11:40
[Special Talk] Representation of moving-image's sparsity and its applications to adaptive moving-image restoration
Takahiro Saito (Kanagawa Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) This talk states that statistical sparsity of a moving-image sequence can be properly represented in the domain of the 3-D mean-separation-type short-time DFT (3-D MS2T-DFT). Moreover, taking account of the probability distribution of additive noise, this talk addresses the problem how to construct shrinkage functions, which are used to remove effects of the noise in the 3-D MS2T-DFT domain selectively, as the Bayes LS estimators, and demonstrates that the adaptive application of the shrinkage functions leads to the accomplishment of the state-of-the-art moving-image restoration in the restoration tasks of color moving-image denoising, Poisson-Gaussian color moving-image restoration, and single-plate color-mosaicked moving-image restoration.
Keyword (in Japanese) (See Japanese page) 
(in English) Brain Neuroscience / Sparse Coding / Statistical Modeling / Signal Restoration / Moving-Image Processing / / /  
Reference Info. ITE Tech. Rep.
Paper #  
Date of Issue  
ISSN  
Download PDF

Conference Information
Committee IEICE-IE IEICE-CS IPSJ-AVM BCT  
Conference Date 2019-12-05 - 2019-12-06 
Place (in Japanese) (See Japanese page) 
Place (in English) Aiina Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Image coding, Communications and streaming technologies, etc. 
Paper Information
Registration To IEICE-IE 
Conference Code 2019-12-IE-CS-AVM-BCT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Representation of moving-image's sparsity and its applications to adaptive moving-image restoration 
Sub Title (in English)  
Keyword(1) Brain Neuroscience  
Keyword(2) Sparse Coding  
Keyword(3) Statistical Modeling  
Keyword(4) Signal Restoration  
Keyword(5) Moving-Image Processing  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Takahiro Saito  
1st Author's Affiliation Kanagawa University (Kanagawa Univ.)
2nd Author's Name  
2nd Author's Affiliation ()
3rd Author's Name  
3rd Author's Affiliation ()
4th Author's Name  
4th Author's Affiliation ()
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
Speaker Author-1 
Date Time 2019-12-05 11:40:00 
Presentation Time 60 minutes 
Registration for IEICE-IE 
Paper #  
Volume (vol) vol.43 
Number (no)  
Page  
#Pages  
Date of Issue  


[Return to Top Page]

[Return to ITE Web Page]


The Institute of Image Information and Television Engineers (ITE), Japan