一种用于HEVC速率控制的LCU级最优位分配新方法

Shengxi Li, Mai Xu, Zulin Wang
{"title":"一种用于HEVC速率控制的LCU级最优位分配新方法","authors":"Shengxi Li, Mai Xu, Zulin Wang","doi":"10.1109/ICME.2015.7177445","DOIUrl":null,"url":null,"abstract":"In this paper, we propose a new method, namely recursive Taylor expansion (RTE) method, for optimally allocating bits to each LCU in the R-λ rate control scheme for HEVC. Specifically, we first set up an optimization formulation on optimal bit allocation. Unfortunately, it is intractable to achieve a closed-form solution for this formulation. We therefore propose a RTE solution to iteratively solve the formulation with a fast convergence speed. Then, an approximate closed-form solution can be obtained. This way, the optimal bit allocation can be achieved at little encoding complexity cost. Finally, the experimental results validate the effectiveness of our method in three aspects: compressed distortion, bit-rate control error, and bit fluctuation.","PeriodicalId":146271,"journal":{"name":"2015 IEEE International Conference on Multimedia and Expo (ICME)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"12","resultStr":"{\"title\":\"A novel method on optimal bit allocation at LCU level for rate control in HEVC\",\"authors\":\"Shengxi Li, Mai Xu, Zulin Wang\",\"doi\":\"10.1109/ICME.2015.7177445\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we propose a new method, namely recursive Taylor expansion (RTE) method, for optimally allocating bits to each LCU in the R-λ rate control scheme for HEVC. Specifically, we first set up an optimization formulation on optimal bit allocation. Unfortunately, it is intractable to achieve a closed-form solution for this formulation. We therefore propose a RTE solution to iteratively solve the formulation with a fast convergence speed. Then, an approximate closed-form solution can be obtained. This way, the optimal bit allocation can be achieved at little encoding complexity cost. Finally, the experimental results validate the effectiveness of our method in three aspects: compressed distortion, bit-rate control error, and bit fluctuation.\",\"PeriodicalId\":146271,\"journal\":{\"name\":\"2015 IEEE International Conference on Multimedia and Expo (ICME)\",\"volume\":\"46 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-08-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"12\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 IEEE International Conference on Multimedia and Expo (ICME)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICME.2015.7177445\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE International Conference on Multimedia and Expo (ICME)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICME.2015.7177445","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 12

摘要

在本文中,我们提出了一种新的方法,即递归泰勒展开(RTE)方法,用于在HEVC的R-λ速率控制方案中向每个LCU最优分配比特。具体而言,我们首先建立了最优位分配的优化公式。不幸的是,很难实现这个公式的封闭形式的解决方案。因此,我们提出了一种RTE解来迭代求解该公式,具有较快的收敛速度。然后,得到近似闭型解。这样可以在最小的编码复杂度代价下实现最优的位分配。实验结果从压缩失真、码率控制误差和比特波动三个方面验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel method on optimal bit allocation at LCU level for rate control in HEVC
In this paper, we propose a new method, namely recursive Taylor expansion (RTE) method, for optimally allocating bits to each LCU in the R-λ rate control scheme for HEVC. Specifically, we first set up an optimization formulation on optimal bit allocation. Unfortunately, it is intractable to achieve a closed-form solution for this formulation. We therefore propose a RTE solution to iteratively solve the formulation with a fast convergence speed. Then, an approximate closed-form solution can be obtained. This way, the optimal bit allocation can be achieved at little encoding complexity cost. Finally, the experimental results validate the effectiveness of our method in three aspects: compressed distortion, bit-rate control error, and bit fluctuation.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信