Adaptive intra mode decision for HEVC based on texture characteristics and multiple reference lines

doi:10.1007/s11042-018-6001-x

	Adaptive intra mode decision for HEVC based on texture characteristics and multiple reference lines
	Tian, Rui 1; Zhang, Yongfei 2,3; Duan, Miyi 4; Li, Xi 1
	2019
发表期刊	MULTIMEDIA TOOLS AND APPLICATIONS
ISSN	1380-7501
卷号	78 期号:1 页码:289-310
摘要	The High Efficiency Video Coding (HEVC) standard was designed to achieve significantly improved coding efficiency compared with the widespread use of H.264/AVC standards. This achievement was motivated by the ever-increasing popularity of high-definition and ultra-HD video application. However, this comes at the expense of a significant increase in encoder complexity, especially in intra-frame coding. To enhance the intra coding performance, a set of 35 intra prediction modes is adopted in HEVC. To reduce the complexity of intra prediction while maintaining the coding performance, an adaptive fast mode decision algorithm for HEVC intra coding based on texture characteristics and multiple reference lines is proposed in this paper. First, we take advantage of pixel values deviation (PVD) to obtain dominate texture direction of prediction unit (PU) and predict the texture prediction direction candidate set out of all 35 intra prediction modes based on texture direction with due consideration of texture complexity and PU size. Second, an adaptive multiple reference line-based intra prediction scheme will be utilized with classification strategy to improve coding efficiency. Third, the relation observed between the costs of two candidate modes will be exploited to improve the efficiency of prediction. Experimental results demonstrate that the proposed algorithm saves 20.45% intra encoding time on average without incurring noticeable performance degradation and outperforms the state-of-the-art intra mode decision algorithms by achieving a better RD performance with approximate encoding time saving.
关键词	HEVC Intra mode decision Texture characteristics Multiple reference lines Adaptive threshold
DOI	10.1007/s11042-018-6001-x
收录类别	SCI
语种	英语
资助项目	National Key Research and Development Plan[2016YFC0801001] ; NSFC Key Project[61632001] ; National Natural Science Foundation of China[61772054]
WOS研究方向	Computer Science ; Engineering
WOS类目	Computer Science, Information Systems ; Computer Science, Software Engineering ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic
WOS记录号	WOS:000457317500016
出版者	SPRINGER
引用统计	被引频次：11[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/3451
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Zhang, Yongfei
作者单位	1.Beihang Univ, Beijing Key Lab Digital Media, Beijing 100191, Peoples R China 2.Sch Comp Sci & Engn, Beijing Key Lab Digital Media, Beijing 100191, Peoples R China 3.State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China 4.Chinese Acad Sci, Inst Comp Technol, Beijing 100191, Peoples R China
推荐引用方式 GB/T 7714	Tian, Rui,Zhang, Yongfei,Duan, Miyi,et al. Adaptive intra mode decision for HEVC based on texture characteristics and multiple reference lines[J]. MULTIMEDIA TOOLS AND APPLICATIONS,2019,78(1):289-310.
APA	Tian, Rui,Zhang, Yongfei,Duan, Miyi,&Li, Xi.(2019).Adaptive intra mode decision for HEVC based on texture characteristics and multiple reference lines.MULTIMEDIA TOOLS AND APPLICATIONS,78(1),289-310.
MLA	Tian, Rui,et al."Adaptive intra mode decision for HEVC based on texture characteristics and multiple reference lines".MULTIMEDIA TOOLS AND APPLICATIONS 78.1(2019):289-310.