A Universal Rate Control Scheme for Video Transcoding

被引:6
|
作者
Xu, Long [1 ]
Kwong, Sam [1 ,2 ]
Wang, Hanli [3 ,4 ]
Zhang, Yun [5 ]
Zhao, Debin [6 ]
Gao, Wen [7 ]
机构
[1] City Univ Hong Kong, Dept Comp Sci, Kowloon, Hong Kong, Peoples R China
[2] City Univ Hong Kong, Dept Elect Engn, Kowloon, Hong Kong, Peoples R China
[3] Tongji Univ, Dept Comp Sci & Technol, Minist Educ, Shanghai 200092, Peoples R China
[4] Tongji Univ, Key Lab Embedded Syst & Serv Comp, Minist Educ, Shanghai 200092, Peoples R China
[5] Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen 518005, Peoples R China
[6] Harbin Inst Technol, Dept Comp Sci, Harbin 150001, Peoples R China
[7] Peking Univ, Sch Elect Engn & Comp Sci, Beijing 100871, Peoples R China
基金
中国国家自然科学基金;
关键词
Bitrate adaption; rate control; video transcoding; window-level rate control; MPEG-2; ARCHITECTURES; COMPENSATION;
D O I
10.1109/TCSVT.2011.2168150
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Video transcoding is proposed for the bitrate adaption, spatial and/or temporal resolutions adaption, and video format conversion. In video streaming application, it converts videos at server to the compatible versions demanded by networks or clients' devices, so that the videos can be delivered over networks and displayed in the clients' devices successfully. This paper provides a universal rate control scheme for various video transcoding purposes. First, a new rate-distortion (R-D) model is established theoretically for better representing the real R-D feature of transcoding. Second, a window-level rate control algorithm is proposed for providing smooth visual quality with compliant buffer constraint by utilizing the two-pass R-D model and a new proposed sliding window buffer control strategy. Finally, a universal rate control scheme for transcoding is developed based on the established R-D model and the proposed window-level rate control algorithm. The extensive experimental results demonstrate that as compared to other state-of-the-art rate control algorithms for transcoding, the proposed scheme can achieve more bit control accuracy with the average mismatch below 0.2%, and much more consistent visual quality with 0.1 dB-0.3 dB peak-to-signal noise ratio improvement in average, while with low computational complexity.
引用
收藏
页码:489 / 501
页数:13
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