| 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 # |
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| Date of Issue |
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| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
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| 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) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Takahiro Saito |
| 1st Author's Affiliation |
Kanagawa University (Kanagawa Univ.) |
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| Speaker |
1 |
| Date Time |
2019-12-05 11:40:00 |
| Presentation Time |
60 |
| Registration for |
IEICE-IE |
| Paper # |
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| Volume (vol) |
ITE-43 |
| Number (no) |
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| Page |
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| #Pages |
ITE- |
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