A hardware-friendly method for rate-distortion optimization of HEVC intra coding

W. Shen, Yibo Fan, Leilei Huang, Jiali Li, Xiaoyang Zeng
{"title":"A hardware-friendly method for rate-distortion optimization of HEVC intra coding","authors":"W. Shen, Yibo Fan, Leilei Huang, Jiali Li, Xiaoyang Zeng","doi":"10.1109/VLSI-DAT.2014.6834898","DOIUrl":null,"url":null,"abstract":"The next generation standard of coding, High Efficiency Video Coding (HEVC) aims to provide significantly improved compression performance in comparison with all existing video coding standards, such as MPEG-4, H.263, and H.264/AVC. The tool of rate-distortion optimization (RDO) mode decision has proven to be extremely important. Due to the increase in the number of intra prediction directions and large size of coding unit (CU), prediction unit (PU) and transform unit (TU), the number involved in RDO process rises dramatically, which is an extremely timing-and-computation-consuming process. In this paper, we propose a four-pixel-strip based ESAD and quantized TU coefficients based linear model to estimate the distortion and rate part of the RD cost function respectively. Experimental results show that the proposed RD cost function provides 85.8% area reduction and 1260% throughput improvement in hardware design, with negligible loss of bitrate and PSNR.","PeriodicalId":267124,"journal":{"name":"Technical Papers of 2014 International Symposium on VLSI Design, Automation and Test","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"13","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Technical Papers of 2014 International Symposium on VLSI Design, Automation and Test","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/VLSI-DAT.2014.6834898","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 13

Abstract

The next generation standard of coding, High Efficiency Video Coding (HEVC) aims to provide significantly improved compression performance in comparison with all existing video coding standards, such as MPEG-4, H.263, and H.264/AVC. The tool of rate-distortion optimization (RDO) mode decision has proven to be extremely important. Due to the increase in the number of intra prediction directions and large size of coding unit (CU), prediction unit (PU) and transform unit (TU), the number involved in RDO process rises dramatically, which is an extremely timing-and-computation-consuming process. In this paper, we propose a four-pixel-strip based ESAD and quantized TU coefficients based linear model to estimate the distortion and rate part of the RD cost function respectively. Experimental results show that the proposed RD cost function provides 85.8% area reduction and 1260% throughput improvement in hardware design, with negligible loss of bitrate and PSNR.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
一种硬件友好的HEVC帧内编码率失真优化方法
与现有的MPEG-4、H.263和H.264/AVC等视频编码标准相比,HEVC (High Efficiency Video coding,高效视频编码)是下一代编码标准,旨在提供显著改进的压缩性能。速率失真优化(RDO)模式决策工具已被证明是极其重要的。由于内预测方向数量的增加以及编码单元(CU)、预测单元(PU)和变换单元(TU)的庞大,RDO过程所涉及的数量急剧增加,这是一个非常耗时和计算量巨大的过程。在本文中,我们提出了一个基于四像素条的ESAD和基于量化TU系数的线性模型来分别估计RD成本函数的失真和率部分。实验结果表明,所提出的RD代价函数在硬件设计中面积减少85.8%,吞吐量提高1260%,比特率和PSNR的损失可以忽略不计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Will reliability limit Moore's law? Apply high-level synthesis design and verification methodology on floating-point unit implementation An integrated boost converter with maximum power point tracking for solar photovoltaic energy harvesting An FPGA implementation of high-throughput key-value store using Bloom filter A low-area digitalized channel selection filter for DSRC system
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1