Abstract
Perceptually adaptive bit allocation plays vital roles in efficient rate control to achieve rate distortion optimization in terms of perceptual video coding. This paper proposes a perceptually improved bit allocation scheme by employing a more accurate distortion model inspired by a state-of-the-art perceptual video quality metric. The contributions of this paper mainly involve the following three aspects. Firstly, a perceptual rate-distortion model is developed to shape the framework of perceptual video coding. Secondly, based on the characteristics of the model, an adaptively frame-level bit allocation scheme is proposed using the rate distortion optimization technology. Meanwhile, the status of the encoder buffer is also taken into account to avoid overflow or underflow. Finally, a macroblock-level quantization parameter adjustment is presented to improve perceptual video quality. Experimental results demonstrate that the whole proposed bit allocation scheme achieves better perceptual rate-distortion performance and guarantees the accuracy of rate control well.
| Original language | English |
|---|---|
| Pages (from-to) | 1935-1957 |
| Number of pages | 23 |
| Journal | Multidimensional Systems and Signal Processing |
| Volume | 29 |
| Issue number | 4 |
| DOIs | |
| State | Published - 1 Oct 2018 |
Keywords
- 3DTV
- Perception-based
- Rate control
- Rate distortion optimization
- Side-by-side
- Top-and-bottom