HEVC Intra Mode Selection Using Benford's Law

被引：6
作者：
Tariq, Junaid [1 ]
Ijaz, Amir [2 ]
机构：
[1] HITEC Univ, Dept Comp Sci, Taxila, Pakistan
[2] HITEC Univ, Dept Comp Engn, Taxila, Pakistan
来源：
CIRCUITS SYSTEMS AND SIGNAL PROCESSING | 2021年 / 40卷 / 01期
关键词：
Benford's law; Intra mode; Video coding; Complexity reduction; DISTORTION COST ESTIMATION; DECISION; PREDICTION; ALGORITHM; EFFICIENCY;
D O I：
10.1007/s00034-020-01482-y
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
In this paper, Benford's law (BF) is analyzed and its feasibility is presented to solve the complexity issue of high-efficiency video coding (HEVC). Secondly, the intra modes selected for the current block are modeled using BF's curve to identify the most important intra modes. Finally, the intra mode computation process is terminated when the probability of these intra modes does not follow BF's curve. This termination results in an early mode decision algorithm that reduces the complexity of HEVC. Experimental results on HEVC's dataset show that the proposed algorithm reduces the complexity of the HEVC by 32.77% and the increase in BD-BR (Bjontegaard delta bit rate) is only 1.62%.
引用
收藏
页码：418 / 437
页数：20
相关论文
共 50 条
[41]   Fast Intra-Mode and CU Size Decision for HEVC [J].
Zhang, Tao ;
Sun, Ming-Ting ;
Zhao, Debin ;
Gao, Wen .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 27 (08) :1714-1726
[42]   Benford’s Law and Number Selection in Fixed-Odds Numbers Game [J].
Mabel C. Chou ;
Qingxia Kong ;
Chung-Piaw Teo ;
Zuozheng Wang ;
Huan Zheng .
Journal of Gambling Studies, 2009, 25 :503-521
[43]   Unveiling Malicious Network Flows Using Benford's Law [J].
Fernandes, Pedro ;
Ciardhuain, Seamus o ;
Antunes, Mario .
MATHEMATICS, 2024, 12 (15)
[44]   Investigating and preventing scientific misconduct using Benford’s Law [J].
Gregory M. Eckhartt ;
Graeme D. Ruxton .
Research Integrity and Peer Review, 8
[45]   Fast Prediction Unit Selection and Mode Selection for HEVC Infra Prediction [J].
Sun, Heming ;
Zhou, Dajiang ;
Liu, Peilin ;
Goto, Satoshi .
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2014, E97A (02) :510-519
[46]   Investigating and preventing scientific misconduct using Benford's Law [J].
Eckhartt, Gregory M. ;
Ruxton, Graeme D. .
RESEARCH INTEGRITY AND PEER REVIEW, 2023, 8 (01)
[47]   Detecting fraud in data sets using Benford's Law [J].
Geyer, CL ;
Williamson, PP .
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2004, 33 (01) :229-246
[48]   Fast depth map intra-mode selection for 3D-HEVC intra-coding [J].
Hamout, Hamza ;
Elyousfi, Abderrahmane .
SIGNAL IMAGE AND VIDEO PROCESSING, 2020, 14 (07) :1301-1308
[49]   Altmetric data quality analysis using Benford's law [J].
Gupta, Solanki ;
Singh, Vivek Kumar ;
Banshal, Sumit Kumar .
SCIENTOMETRICS, 2024, 129 (07) :4597-4621
[50]   CU Partition Mode Decision for HEVC Hardwired Intra Encoder Using Convolution Neural Network [J].
Liu, Zhenyu ;
Yu, Xianyu ;
Gao, Yuan ;
Chen, Shaolin ;
Ji, Xiangyang ;
Wang, Dongsheng .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 25 (11) :5088-5103
12345