考虑全帧间参考依赖性的监控视频高效视频编码码率控制算法

公衍超 1; 吕显龙 1; 杨楷芳 3; 刘颖 1; 2; 林庆帆 1; 4; 王富平 1; 2

doi:10.7652/xjtuxb202103009

您当前的位置：

首页 >

文章列表页 >

考虑全帧间参考依赖性的监控视频高效视频编码码率控制算法

更新时间：2025-07-09

- 考虑全帧间参考依赖性的监控视频高效视频编码码率控制算法
- Rate Control for High Efficiency Video Coding Coded Surveillance Videos Considering All of the Inter-Frame Reference Dependency
- 西安交通大学学报 2021年55卷第3期页码：72-80
- 作者机构：
  
  1. 西安邮电大学通信与信息工程学院,西安,710121
  2. 西安邮电大学电子信息现场勘验应用技术公安部重点实验室,西安,710121
- 作者简介：
- 基金信息：
  
  : 2020-09-25。作者简介: 公衍超(1986—),男,讲师;杨楷芳(通信作者),女,副教授。基金项目: 国家自然科学基金资助项目(61801381);陕西省国际科技合作与交流计划资助项目(2018KW-003);陕西省科研计划资助项目(18JK 0708)
- DOI：10.7652/xjtuxb202103009
  中图分类号： TN911.7
- 网络首发：2021-03-10，
  
  纸质出版：2021
- 稿件说明：
移动端阅览
公衍超 1, 吕显龙 1, 杨楷芳 3, 等. 考虑全帧间参考依赖性的监控视频高效视频编码码率控制算法[J]. 西安交通大学学报, 2021,55(3):72-80.

Rate Control for High Efficiency Video Coding Coded Surveillance Videos Considering All of the Inter-Frame Reference Dependency[J]. 2021, 55(3): 72-80.
公衍超 1, 吕显龙 1, 杨楷芳 3, 等. 考虑全帧间参考依赖性的监控视频高效视频编码码率控制算法[J]. 西安交通大学学报, 2021,55(3):72-80. DOI： 10.7652/xjtuxb202103009.

Rate Control for High Efficiency Video Coding Coded Surveillance Videos Considering All of the Inter-Frame Reference Dependency[J]. 2021, 55(3): 72-80. DOI： 10.7652/xjtuxb202103009.

摘要

针对高效视频编码(HEVC)标准中的码率控制算法在计算目标码率分配权重时未考虑帧间参考依赖性、编码效率低的问题

提出了一种面向监控视频考虑全帧间参考依赖性的HEVC图像级码率控制算法。调研了HEVC低时延结构中编码帧与其所有帧间参考帧之间的参考依赖关系

在此基础上构建了适用于监控视频的考虑全帧间参考依赖性的失真模型。利用构建的失真模型

基于拉格朗日率失真优化理论

建立了拉格朗日率失真代价函数。求解此代价函数

获得每幅图像对应的优化的目标码率分配权重

提出了适用于监控视频的图像级码率控制算法。实验结果表明

与HEVC测试模型HM中使用的平均比率目标码率分配权重的码率控制算法相比

所提算法可以获得更加准确的码率估计

并且所提算法的德尔塔码率(ΔR)可平均降低9.54%。

Abstract

To solve the problems that rate control in high efficiency video coding(HEVC)standard does not consider the inter-frame reference dependency when calculating the target bitrate allocation weight

and the coding efficiency is low

a picture level rate control method considering all of the inter-frame reference dependency for HEVC coded surveillance videos is proposed. A new distortion model for surveillance video is constructed following the investigation of the reference dependency between the coding frame and all of its referenced inter-frames in the low-delay structure of HEVC. Adopting the Lagrangian rate-distortion(R-D)optimization theory

the Lagrangian R-D cost function is established according to the constructed distortion model. The optimized bit allocation weights for pictures are solved from the R-D cost function

and a picture level rate control algorithm for surveillance videos is obtained. Compared with the rate control algorithm in HEVC test model using equal target bitrate allocation weights

the proposed algorithm achieves a more accurate bitrate estimation. Moreover

the Bjøntegaard delta-rate(ΔR)of the proposed algorithm can be reduced by 9.54% on average.

关键词

Keywords

references

SULLIVAN G J, OHM J R, HAN W J, et al. Overview of the high efficiency video coding(HEVC)standard [J]. IEEE Transactions on Circuits and Systems for Video Technology, 2012, 22(12): 1649-1668.

周小朋, 梁峰, 李冰. 高吞吐率的高效视频编码熵编码并行硬件架构设计 [J]. 西安交通大学学报, 2020, 54(7): 180-186.

ZHOU Xiaopeng, LIANG Feng, LI Bing. A high-throughput parallel very-large-scale integration architecture of entropy coding in high efficiency video coding [J]. Journal of Xi'an Jiaotong University, 2020, 54(7): 180-186.

李维, 张和仙, 杨付正. 高效率视频编码快速模式判决算法 [J]. 西安交通大学学报, 2013, 47(8): 104-109, 140.

LI Wei, ZHANG Hexian, YANG Fuzheng. A fast mode decision algorithm for high efficiency video coding [J]. Journal of Xi'an Jiaotong University, 2013, 47(8): 104-109, 140.

LIM Kengpang. The new trend in video coding [J]. Journal of Xi'an University of Posts and Telecommunications, 2013, 18(3): 1-6.

CHOI H, NAM J, YOO J, et al. Rate control based on unified RQ model for HEVC [EB/OL].(2012-02-10)[2020-08-01]. http: ∥phenix.int-evry.fr/jct/JCTVC-H0213.doc.

WANG Shanshe, MA Siwei, WANG Shiqi, et al. Rate-GOP based rate control for high efficiency video coding [J]. IEEE Journal of Selected Topics in Signal Processing, 2013, 7(6): 1101-1111.

LI Bin, LI Houqiang, LI Li, et al. λ domain rate control algorithm for high efficiency video coding [J]. IEEE Transactions on Image Processing, 2014, 23(9): 3841-3854.

李维, 任鹏, 赵凡, 等. 高效视频编码中帧内码率控制改进算法 [J]. 西安交通大学学报, 2019, 53(4): 79-84.

LI Wei, REN Peng, ZHAO Fan, et al. A modified method for intra-coding rate control in high efficiency video coding [J]. Journal of Xi'an Jiaotong University, 2019, 53(4): 79-84.

WANG Miaohui, NGAN K N, LI Hongliang. An efficient frame-content based intra frame rate control for high efficiency video coding [J]. IEEE Signal Processing Letters, 2015, 22(7): 896-900.

GONG Yanchao, WAN Shuai, YANG Kaifang, et al. Temporal-layer-motivated lambda domain picture level rate control for random-access configuration in H.265/HEVC [J]. IEEE Transactions on Circuits and Systems for Video Technology, 2019, 29(1): 156-170.

ZHOU Mingliang, WEI Xuekai, KWONG S, et al. Just noticeable distortion-based perceptual rate control in HEVC [J]. IEEE Transactions on Image Processing, 2020, 29: 7603-7614.

LI Li, LI Bin, LI Houqiang, et al. λ-domain optimal bit allocation algorithm for high efficiency video coding [J]. IEEE Transactions on Circuits and Systems for Video Technology, 2018, 28(1): 130-142.

GONG Yanchao, WAN Shuai, YANG Kaifang, et al. Rate-distortion-optimization-based quantization parameter cascading technique for random-access configuration in H.265/HEVC [J]. IEEE Transactions on Circuits and Systems for Video Technology, 2017, 27(6): 1304-1312.

GAO Yanbo, ZHU Ce, LI Shuai, et al. Temporally dependent rate-distortion optimization for low-delay hierarchical video coding [J]. IEEE Transactions on Image Processing, 2017, 26(9): 4457-4470.

BOSSEN F. Common HM test conditions and software reference configurations [EB/OL].(2013-01-23)[2020-08-01]. http: ∥phenix.int-evry.fr/jct/JCTVC -L1100.doc.

SUEHRING K, SHARMAN K. HM software [EB/OL].(2014-08-13)[2020-08-01]. https: ∥hevc.hhi. fraunhofer.de/svn/svnHEVCSoftware/tags.

LI B, LI H, LI L, et al. Rate control by R-lambda model for HEVC [EB/OL].(2012-10-19)[2020-08-01]. http: ∥phenix.int-evry.fr/jct/JCTVC-K0103. doc.

SULLIVAN G J, WIEGAND T. Rate-distortion optimization for video compression [J]. IEEE Signal Processing Magazine, 1998, 15(6): 74-90.

BEN-ISRAEL A. A Newton-Raphson method for the solution of systems of equations [J]. Journal of Mathematical Analysis and Applications, 1966, 15(2): 243-252.

YANG Kaifang, GONG Yanchao, MA Miao, et al. An efficient rate-distortion optimization method for low-delay configuration in H.265/HEVC based on temporal layer rate and distortion dependence [J]. IEEE Transactions on Circuits and Systems for Video Technology, 2019, 29(4): 1230-1236.

PATEUX S, JUNG J. An excel add-in for computing Bjøntegaard metric and its evolution [EB/OL].(2007-01-14)[2020-08-01]. https: ∥www.itu.int/wftp3/av-arch/video-site/0701_Mar/VCEG-AE07.doc.

周小朋,梁峰,李冰.高吞吐率的高效视频编码熵编码并行硬件架构设计.2020,54(7):180-186.[doi:10.7652/xjtuxb2020 07021]

王鹏,孙梦宇,王海燕,等.结合自适应空间权重的改进型时空正则项跟踪算法.2020,54(5):158-169.[doi:10.7652/xjtuxb202005021]

马明阳,梅少辉,万帅.采用非线性块稀疏字典选择的视频总结.2019,53(5):142-148.[doi:10.7652/xjtuxb201905019]

李维,任鹏,赵凡,等.高效视频编码中帧内码率控制改进算法.2019,53(4):79-84.[doi:10.7652/xjtuxb201904012]

袁帅,秦贵和,晏婕.应用残差生成对抗网络的路况视频帧预测模型.2018,52(10):146-152.[doi:10.7652/xjtuxb201810 020]

赵敏,张为,王鑫,等.时空背景模型下结合多种纹理特征的烟雾检测.2018,52(8):67-73.[doi:10.7652/xjtuxb201808 011]

王晓芳,齐春.一种运用显著性检测的行为识别方法.2018,52(2):024-29.[doi:10.7652/xjtuxb201802004]

杨源,库涛,查宇飞,等.快速多特征金字塔的尺度目标跟踪方法.2016,50(10):49-56.[doi:10.7652/xjtuxb201610008]

张泰,张为,刘艳艳.周界视频监控中人员翻越行为检测算法.2016,50(6):47-53.[doi:10.7652/xjtuxb201606008]

浏览量

下载量

CSCD

文章被引用时，请邮件提醒。

提交

工具集

关联资源

高效视频编码中帧内码率控制改进算法

一种高精度的自适应码率控制图像压缩算法

面向监控视频内容自适应的通用视频编码量化参数级联

语义区分和子图整合驱动的知识图谱表示学习方法

离子液体改性燃料的电流体动力学效应研究