WEKO3
アイテム
Extreme Learning Machine-Enabled Coding Unit Partitioning Algorithm for Versatile Video Coding
https://tokushima-u.repo.nii.ac.jp/records/2011949
https://tokushima-u.repo.nii.ac.jp/records/20119490b528255-7f3e-4b33-89b0-0e86207677ed
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
info_14_9_494.pdf (782 KB)
|
.png)
|
| Item type | 文献 / Documents(1) | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 公開日 | 2024-06-14 | |||||||||||||||||
| アクセス権 | ||||||||||||||||||
| アクセス権 | open access | |||||||||||||||||
| 資源タイプ | ||||||||||||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||||||||
| 資源タイプ | journal article | |||||||||||||||||
| 出版社版DOI | ||||||||||||||||||
| 関連識別子 | https://doi.org/10.3390/info14090494 | |||||||||||||||||
| 関連名称 | 10.3390/info14090494 | |||||||||||||||||
| 出版タイプ | ||||||||||||||||||
| 出版タイプ | VoR | |||||||||||||||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||||||||
| タイトル | ||||||||||||||||||
| タイトル | Extreme Learning Machine-Enabled Coding Unit Partitioning Algorithm for Versatile Video Coding | |||||||||||||||||
| 著者 |
Jiang, Xiantao
× Jiang, Xiantao
× Xiang, Mo
× Jin, Jiayuan
× 宋, 天
WEKO
1231
|
|||||||||||||||||
| 抄録 | ||||||||||||||||||
| 内容記述 | The versatile video coding (VVC) standard offers improved coding efficiency compared to the high efficiency video coding (HEVC) standard in multimedia signal coding. However, this increased efficiency comes at the cost of increased coding complexity. This work proposes an efficient coding unit partitioning algorithm based on an extreme learning machine (ELM), which can reduce the coding complexity while ensuring coding efficiency. Firstly, the coding unit size decision is modeled as a classification problem. Secondly, an ELM classifier is trained to predict the coding unit size. In the experiment, the proposed approach is verified based on the VVC reference model. The results show that the proposed method can reduce coding complexity significantly, and good image quality can be obtained. | |||||||||||||||||
| キーワード | ||||||||||||||||||
| 主題 | versatile video coding | |||||||||||||||||
| キーワード | ||||||||||||||||||
| 主題 | coding unit | |||||||||||||||||
| キーワード | ||||||||||||||||||
| 主題 | extreme learning machine | |||||||||||||||||
| キーワード | ||||||||||||||||||
| 主題 | computation complexity | |||||||||||||||||
| 書誌情報 |
en : Information 巻 14, 号 9, p. 494, 発行日 2023-09-07 |
|||||||||||||||||
| 収録物ID | ||||||||||||||||||
| 収録物識別子タイプ | ISSN | |||||||||||||||||
| 収録物識別子 | 20782489 | |||||||||||||||||
| 出版者 | ||||||||||||||||||
| 出版者 | MDPI | |||||||||||||||||
| 権利情報 | ||||||||||||||||||
| 権利情報 | © 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). | |||||||||||||||||
| EID | ||||||||||||||||||
| 識別子 | 402920 | |||||||||||||||||
| 言語 | ||||||||||||||||||
| 言語 | eng | |||||||||||||||||
