Abstract
In this paper, an optimized coding tree unit (CTU)-level rate control approach is proposed for low-delay high-efficiency video coding (H.265/HEVC). Unlike the traditional explicitly estimated rate-distortion (R-D) model, the distributions of parameters of the estimated R-D model are considered. Accordingly, we formulate the CTU-level rate allocation for H.265/HEVC as the decision-making problem, where the objective is to minimize the summation of CTUs' expected distortion under the given rate constraint. Moreover, a two-stage Bisection-based method is proposed to solve the optimization problem, as the rate control algorithm for H.265/HEVC. The R-D performance improvements on Bjontegaard delta bit rate demonstrate the advances of the proposed method.
| Original language | English |
|---|---|
| Article number | 8694021 |
| Pages (from-to) | 4541-4552 |
| Number of pages | 12 |
| Journal | IEEE Transactions on Image Processing |
| Volume | 28 |
| Issue number | 9 |
| Early online date | 19 Apr 2019 |
| DOIs | |
| Publication status | Published - Sept 2019 |
| Externally published | Yes |
Bibliographical note
Publisher Copyright:© 1992-2012 IEEE.
Funding
This work was supported in part by the National Natural Science Foundation of China under Grant 61771348.
Keywords
- decision making
- High efficiency video coding (HEVC)
- rate control
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