Rate control based on linear regression for H.264/MPEG-4 AVC
Image Communication
Optimum bit allocation and accurate rate control for video coding via ρ-domain source modeling
IEEE Transactions on Circuits and Systems for Video Technology
Rate-constrained coder control and comparison of video coding standards
IEEE Transactions on Circuits and Systems for Video Technology
Single frame rate-quantization model for MPEG-4 AVC/H.264 video encoders
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part I
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For AVC/H.264 video encoders, the paper describes a simple global model that defines a relationship between the bitrate and the quantization step Qstep for I-, P- and B-frames. Proposed is a general model for any video shot. As such a model must be dependent on video content, the model parameters have to be estimated from experimental data individually for each video shot, and individually for each frame type. The model is defined by formulas given individually for 3 intervals covering whole eligible range of Qstep values. Extensive experiments with numerous test video sequences have proved good accuracy of the model proposed.