Intra Complexity Control Algorithm for VVC

Author:

Shu Zhengjie,Li Junyi,Peng Zongju,Chen Fen,Yu Mei

Abstract

Versatile Video Coding (VVC) has advantages over High Efficiency Video Coding (HEVC); it can save nearly half of the bit rate and significantly improve the compression efficiency, but VVC’s coding complexity is extremely high. Therefore, VVC encoders are difficult to implement in video devices with different computing capabilities and power constraints. In this paper, we apply texture information and propose a VVC intra complexity control algorithm. The algorithm assigns a different encoding time to each CU based on the corresponding texture entropy. Besides, the complexity reduction strategy at the CU level is designed to balance the complexity control while taking rate-distortion performance into consideration. Experiments in our paper show that the coding complexity can be accurately controlled from 90% to 70% with a slight loss of RD performance.

Publisher

MDPI AG

Subject

Electrical and Electronic Engineering,Computer Networks and Communications,Hardware and Architecture,Signal Processing,Control and Systems Engineering

Reference33 articles.

1. Fast GLCM-based Intra Block Partition for VVC;Zhang;Proceedings of the 2021 Data Compression Conference (DCC),2021

2. Cross-Block Difference Guided Fast CU Partition for VVC Intra Coding;Liu;Proceedings of the International Conference on Visual Communications and Image Processing (VCIP),2021

3. SVM Based Fast CU Partitioning Algorithm for VVC Intra Coding;Wu;Proceedings of the 2021 IEEE International Symposium on Circuits and Systems (ISCAS),2021

4. Configurable Fast Block Partitioning for VVC Intra Coding Using Light Gradient Boosting Machine

5. Fast Versatile Video Coding using Specialised Decision Trees;Kulupana;Proceedings of the 2021 Picture Coding Symposium (PCS),2021

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1. Encoder Complexity Control in SVT-AV1 by Speed-Adaptive Preset Switching;2023 IEEE International Conference on Image Processing (ICIP);2023-10-08

2. Visual Perception Based Intra Coding Algorithm for H.266/VVC;Electronics;2023-05-01

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