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
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;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2004.831671