Fast coding algorithm for HEVC based on video contents

被引:5
|
作者
Yang, Zhiyao [1 ]
Shao, Qinglong [1 ]
Guo, Shuxu [1 ]
机构
[1] Jilin Univ, Coll Elect Sci & Engn, 2699 Qianjin St, Changchun 130012, Peoples R China
关键词
video coding; computational complexity; statistical analysis; gradient methods; optimisation; bitrate losses; prediction mode decision; CU depth level decision; block variance; block mean value; pixel gradient; rate-distortion optimisation; transform unit; prediction unit; coding unit; flexible hierarchical coding structures; HEVC; high efficiency video coding; video contents; fast coding algorithm; CU SIZE DECISION; MODE DECISION; MOTION ESTIMATION; INTER PREDICTION; SELECTION; STANDARD;
D O I
10.1049/iet-ipr.2016.0535
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
High efficiency video coding (HEVC) achieves higher coding efficiency than previous standards but introduces a large computational complexity. Because HEVC adopted some new advanced tools and the most prominent one is the flexible hierarchical coding structures which include coding unit (CU), prediction unit (PU), transform unit (TU). All of those units must be test through rate-distortion optimisation. Since the CU is highly content dependent it is not efficient to test all the modes. In this study, the authors propose a fast coding algorithm for HEVC based on video contents. The authors statistically analysis the features of video contents from three aspects, the pixel gradient, the block mean value, and the block variance of CU. Then, jointly use these features with the CU depth levels and the prediction modes of spatiotemporal adjacent CUs to realise fast CU depth level decision and fast prediction mode decision. The experimental results show that the proposed algorithm can save 58.9 and 57.6% computational complexity on average with only average 1.8 and 1.9% bitrate losses under random access, main' and low-delay, main' conditions, respectively.
引用
收藏
页码:343 / 351
页数:9
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