Litcius/Paper detail

Optimum Quality Control Algorithm for Versatile Video Coding

Mingliang Zhou, Xuekai Wei, Cheng Ji, Tao Xiang, Bin Fang

2022IEEE Transactions on Broadcasting23 citationsDOI

Abstract

We propose a quality control method that replaces rate control in video coding and achieves quality control with the minimum bit rate. First, based on the rate–distortion model, we establish a Karush–Kuhn–Tucker equation considering the convergent properties of variational inequalities to solve the continuous convex problem. Second, combined with the rate–quality (R-Q) model, the proposed algorithm is implemented under versatile video coding (VVC) to obtain the optimal closed-form solution for the quantization parameters of a coding unit through the Lagrange multiplier method. Experiments reveal that our algorithm can achieve stable video coding quality while guaranteeing coding performance, achieving high quality control accuracy with constant quality.

Topics & Concepts

Lagrange multiplierCoding tree unitCoding (social sciences)Computer scienceQuantization (signal processing)AlgorithmVideo qualityHarmonic Vector Excitation CodingRate–distortion optimizationMathematical optimizationMathematicsBit rateReal-time computingDecoding methodsMultiview Video CodingComputer visionEngineeringVideo trackingVideo processingMetric (unit)Operations managementStatisticsVideo Coding and Compression TechnologiesAdvanced Image Processing TechniquesAdvanced Data Compression Techniques