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| Presentation | 2017-02-21 11:45 Fast Intra/Inter CU size Decision for H.265/HEVC using Machine Learning Fengyu Tsai, Kei Furuta, Gen Fujita (Osaka Electro-Communication Univ.)  ITS2016-51 IE2016-109 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | There is a heavy time complexity on HEVC(High Efficiency Video Coding) encoder, and the computation of CU(Coding Unit) size decision is particularly large. To solve the time complexity problem, the research of fast Intra CU size decision by using Machine Learning became popular in these years. On the other hand, there is not too much research for Inter CU size decision by using Machine Learning. In this paper, we have proposed a fast CU size decision method by using Machine Learning which can support both Intra CU and Inter CU. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | HEVC / Machine Learning / Coding Unit / CU Partition / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 464, IE2016-109, pp. 241-245, Feb. 2017. | |
| Paper # | IE2016-109 | |
| Date of Issue | 2017-02-13 (ITS, IE) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | ITS2016-51 IE2016-109 |
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| Conference Information | |
| Committee | IE ITS ITE-AIT ITE-HI ITE-ME ITE-MMS ITE-CE |
| Conference Date | 2017-02-20 - 2017-02-21 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hokkaido Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Image Processing, etc. |
| Paper Information | |
| Registration To | IE |
| Conference Code | 2017-02-IE-ITS-AIT-HI-ME-MMS-CE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Fast Intra/Inter CU size Decision for H.265/HEVC using Machine Learning |
| Sub Title (in English) | |
| Keyword(1) | HEVC |
| Keyword(2) | Machine Learning |
| Keyword(3) | Coding Unit |
| Keyword(4) | CU Partition |
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| 1st Author's Name | Fengyu Tsai |
| 1st Author's Affiliation | Osaka Electro-Communication University (Osaka Electro-Communication Univ.) |
| 2nd Author's Name | Kei Furuta |
| 2nd Author's Affiliation | Osaka Electro-Communication University (Osaka Electro-Communication Univ.) |
| 3rd Author's Name | Gen Fujita |
| 3rd Author's Affiliation | Osaka Electro-Communication University (Osaka Electro-Communication Univ.) |
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| Speaker | Author-1 |
| Date Time | 2017-02-21 11:45:00 |
| Presentation Time | 15 minutes |
| Registration for | IE |
| Paper # | ITS2016-51, IE2016-109 |
| Volume (vol) | vol.116 |
| Number (no) | no.463(ITS), no.464(IE) |
| Page | pp.241-245 |
| #Pages | 5 |
| Date of Issue | 2017-02-13 (ITS, IE) |
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