Hierarchical all-zero block early determination algorithm for low-complexity versatile video coding

Driven by the rapid advancement of communication technologies, there is a growing demand for real-time ultra-high-definition video transmission. Versatile Video Coding (VVC), the state-of-the-art video compression standard, achieves comparable visual quality at approximately 50% lower bit rate than...

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Vydáno v:Journal of real-time image processing Ročník 22; číslo 6; s. 215
Hlavní autoři: Li, Shangqia, Lai, Changcai, Huang, Xiaofeng, Cui, Yan, Yu, Dingguo, Zhou, Yang, Yin, Haibing
Médium: Journal Article
Jazyk:angličtina
Vydáno: Berlin/Heidelberg Springer Berlin Heidelberg 01.12.2025
Springer Nature B.V
Témata:
Algorithms
Candidates
Coding standards
Complexity
Computer Graphics
Computer Science
Cost control
Efficiency
High definition
Image Processing and Computer Vision
Methods
Multimedia Information Systems
Pattern Recognition
Prediction models
Quality standards
Real time
Signal,Image and Speech Processing
Video compression
Video transmission
Low-complexity algorithm
All-zero block
Versatile video coding
Dependent quantization
Rate distortion optimization
ISSN:1861-8200, 1861-8219
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Popis
Shrnutí:Driven by the rapid advancement of communication technologies, there is a growing demand for real-time ultra-high-definition video transmission. Versatile Video Coding (VVC), the state-of-the-art video compression standard, achieves comparable visual quality at approximately 50% lower bit rate than its predecessor, High Efficiency Video Coding (HEVC). However, the adoption of advanced coding tools in VVC, such as dependent quantization (DQ) and affine motion prediction, results in a multi-fold increase in computational complexity compared to HEVC, which impedes its real-time related applications. To mitigate computational complexity while preserving coding efficiency, this paper introduces a hierarchical all-zero block (AZB) early determination algorithm for low-complexity VVC, encompassing genuine AZB verification, pseudo-AZB identification, and early all-zero coefficient group (CG) termination. Firstly, to skip transform unit (TU) level zero blocks, a genuine all-zero block (GAZB) detection method is proposed by analyzing scalar quantization, where an empirical threshold is derived to identify the position of the last significant coefficient. Then, to further skip the TU level zero blocks, a pseudo all-zero block (PAZB) skip method is proposed by implementing a rate estimation model to estimate the bit rate before the DQ process. Finally, a novel rate-distortion (RD) cost prediction model is proposed to skip CG-level zero blocks. The proposed method is implemented on the VVC test model 10.0 (VTM - 10.0), and the experimental results show that the proposed method achieves 5.87% time saving with only 0.75% BD-rate increase.
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ISSN:1861-8200
1861-8219
DOI:10.1007/s11554-025-01787-8