| Paper Abstract and Keywords |
| Presentation |
2024-03-19 15:20
Verification of an Efficient Model for Real-Time 4x Video Super-Resolution
Junichi Nakajima, Shinji Fukatsu (NTT) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We investigated a re-parameterization method for x4 super-resolution processing to improve image quality while maintaining lightweight. We designed a multi-branch network model with Conv3x3, Conv1x1, and skip-connection into a straightforward SR network based on Bicubic++. Then, we trained the network and re-parameterized it before inference. We reported on the verification of replacing a complex network with a simple configuration and improving image quality by applying re-parameterization. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Super-Resolution / 4K image / Re-parameterization / / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 48, no. 13, HI2024-27, pp. 56-59, March 2024. |
| Paper # |
HI2024-27 |
| Date of Issue |
2024-03-12 (HI) |
| ISSN |
Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
HI |
| Conference Date |
2024-03-19 - 2024-03-19 |
| Place (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
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| Paper Information |
| Registration To |
HI |
| Conference Code |
2024-03-HI |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Verification of an Efficient Model for Real-Time 4x Video Super-Resolution |
| Sub Title (in English) |
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| Keyword(1) |
Super-Resolution |
| Keyword(2) |
4K image |
| Keyword(3) |
Re-parameterization |
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| 1st Author's Name |
Junichi Nakajima |
| 1st Author's Affiliation |
NTT Human Information Laboratories (NTT) |
| 2nd Author's Name |
Shinji Fukatsu |
| 2nd Author's Affiliation |
NTT Human Information Laboratories (NTT) |
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| Speaker |
Author-1 |
| Date Time |
2024-03-19 15:20:00 |
| Presentation Time |
20 minutes |
| Registration for |
HI |
| Paper # |
HI2024-27 |
| Volume (vol) |
vol.48 |
| Number (no) |
no.13 |
| Page |
pp.56-59 |
| #Pages |
4 |
| Date of Issue |
2024-03-12 (HI) |