期刊
SIGNAL PROCESSING-IMAGE COMMUNICATION
卷 95, 期 -, 页码 -出版社
ELSEVIER
DOI: 10.1016/j.image.2021.116256
关键词
Bit allocation; Enhancement layer; Inter layer correlation; Scalable high efficiency video coding
资金
- National Natural Science Foundation of China [61771269, 61620106012, 61871247]
- Natural Science Foundation of Zhejiang Province [LY20F010005]
- Natural Science Foundation of Ningbo [2019A610107]
- Science and Technology Research Program of Chongqing Municipal Education Commission [KJZDK202001105]
- Scientific Research Foundation of Chongqing University of Technology [2020ZDZ029, 2020ZDZ030]
In this paper, a bit allocation algorithm is proposed for the enhancement layer in SHVC, which aims to improve video coding performance by optimizing bit allocation for both initial and subsequent frames. The experimental results show that the proposed algorithm outperforms state-of-the-art algorithms in terms of PSNR improvement and bitrate control accuracy.
To facilitate the diversity of network and end-user devices, bit allocation technology must be combined with scalable high efficiency video coding (SHVC) to achieve continuous bitrate variation. However, to date, the multilayer coding feature in SHVC has not been fully utilized. In this paper, a bit allocation algorithm is proposed for the enhancement layer in SHVC. The algorithm includes two parts: a bit allocation method for the initial frame and another for subsequent frames. The bit allocation method for the initial frame consists of a bit allocation factor model constructed based on investigation of the influence of the initial target bitrate on the overall coding performance. For the bit allocation of the subsequent frames, alternate GOP coding is designed and implemented to fully exploit the inter layer correlation. In addition, an adaptive frame layer bit allocation ratio model is deduced according to the rate distortion optimization theory. Experimental results show that the proposed algorithm can improve PSNR by 0.44 dB and 0.41 dB under low delay and randomaccess configurations, respectively, and achieve high bitrate control accuracy. The algorithm also outperforms the state-of-the-art algorithms in term of PSNR improvement.
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