| Presentation | 2017-02-21 Fast Intra/Inter CU size Decision for H.265/HEVC using Machine Learning Fengyu Tsai, Kei Furuta, Gen Fujita, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | HEVC / Machine Learning / Coding Unit / CU Partition |
| Paper # | ITS2016-51,IE2016-109 |
| Date of Issue | 2017-02-13 (ITS, IE) |
| Conference Information | |
| Committee | IE / ITS / ITE-AIT / ITE-HI / ITE-ME / ITE-MMS / ITE-CE |
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| Conference Date | 2017/2/20(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hokkaido Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Image Processing, etc. |
| Chair | Seishi Takamura(NTT) / Tomotaka Nagaosa(Kanto Gakuin Univ.) / Tokiichiro Takahashi(TDU) / Masayuki Sato(Univ. of Kitakyushu) / Miki Haseyama(Hokkaido Univ.) / Eiichi Miyashita(NHK) / Koji Minami(Mitsubishi Electric Corp.) |
| Vice Chair | Takayuki Hamamoto(Tokyo Univ. of Science) / Atsuro Ichigaya(NHK) / Masahiro Fujii(Utsunomiya Univ.) / Tomotaka Wada(Kansai Univ.) / / / Norio Tagawa(Tokyo Metropolitan Univ.) |
| Secretary | Takayuki Hamamoto(NTT) / Atsuro Ichigaya(Chiba Inst. of Tech.) / Masahiro Fujii(Meiji Univ.) / Tomotaka Wada(AIST) / (Tokyo Polytechnic Univ.) / (NICT) / Norio Tagawa(NTT) / (NHK) / (NHK) |
| Assistant | Kei Kawamura(KDDI R&D Labs.) / Keita Takahashi(Nagoya Univ.) / Tetsuya Manabe(Saitama Univ.) / Yanlei Gu(Univ. of Tokyo) / Koichiro Hashiura(Akita Pref. Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Image Engineering / Technical Committee on Intelligent Transport Systems Technology / Technical Group on Artistic Image Technology / Technical Group on Human Inormation / Technical Group on Media Engineering / Technical Group on Multi-media Storage / Technical Group on Consumer Electronics |
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| Language | JPN |
| 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 |
| 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.) |
| Date | 2017-02-21 |
| Paper # | ITS2016-51,IE2016-109 |
| Volume (vol) | vol.116 |
| Number (no) | ITS-463,IE-464 |
| Page | pp.pp.241-245(ITS), pp.241-245(IE), |
| #Pages | 5 |
| Date of Issue | 2017-02-13 (ITS, IE) |