シシクイ　ヨシアキ   SHISHIKUI Yoshiaki   鹿喰　善明    所属   明治大学  総合数理学部    職種   専任教授
言語種別	英語
発行・発表の年月	2019
形態種別	国際会議議事録
査読	査読あり
標題	Two-stage neural network for intra prediction mode decision
執筆形態	共著(筆頭者以外)
掲載誌名	Proceedings of SPIE - The International Society for Optical Engineering
掲載区分	国外
巻・号・頁	11049
著者・共著者	Yukiya Seki,Yoshiaki Shishikui,Shunsuke Iwamura
概要	In the H.265/HEVC video encoding standard, the reference software HEVC test model (HM) utilizes rate distortion (RD) optimization for intra prediction mode decision. Previously, there have been some trials to use neural networks to determine the prediction modes. However, networks with deep layers also pose a high calculation complexity. Therefore, a method has been proposed in this study to reduce the computational complexity by introducing two stage neural networks.
DOI	10.1117/12.2521497
ISSN	0277-786X/1996-756X