DocumentCode
1041723
Title
A new rate-distortion model for video transmission using multiple logarithmic functions
Author
Wei, J. ; Soong, B.H. ; Li, Z.G.
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
Volume
11
Issue
8
fYear
2004
Firstpage
694
Lastpage
697
Abstract
In this letter, we propose a new logarithmic rate distortion model for DCT-based video encoders. The proposed model can fit into the actual rate curve by combining several logarithmic functions, where the boundary of each function is adaptive to the statistics of video sequence. Experimental results demonstrate that the new rate distortion model provides a more accurate estimation of the bit rate than existing models.
Keywords
discrete cosine transforms; error statistics; image sequences; rate distortion theory; transform coding; video coding; visual communication; DCT-based video encoder; bit rate estimation; logarithmic rate-distortion model; multiple logarithmic function; signal analysis; video sequence; video signal processing; video transmission; Bit rate; Communication system control; Computational complexity; Discrete cosine transforms; Entropy; Quadratic programming; Quantization; Rate-distortion; Statistics; Video sequences; Rate distortion; signal analysis; video signal processing;
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2004.831671
Filename
1316888
Link To Document