Title :
Histogram-based rate-distortion estimation for MPEG-2 video
Author :
Hong, S.-H. ; Kim, S.-D.
Author_Institution :
DTV Res. Lab., LG Electron. Inc., Seoul, South Korea
fDate :
8/1/1999 12:00:00 AM
Abstract :
A rate-distortion estimation method for MPEG-2 video that enables one to predict the number of bits and the distortion to be generated from an encoded picture at a given quantisation step size, and vice versa is proposed. The estimation method has some outstanding advantages: first, the computational complexity is small because its major operation is just to obtain a histogram or weighted histogram of the DCT coefficients from an input picture, and the final form of the proposed estimation model is simple. Secondly, its results are accurate enough to be applied to practical video coding applications. Simulation results show that the estimation errors for the rate and for the distortion do not exceed 2.5% and 1%, respectively
Keywords :
code standards; computational complexity; data compression; discrete cosine transforms; quantisation (signal); rate distortion theory; telecommunication standards; transform coding; video coding; DCT coefficients; MPEG-2 video; computational complexity; encoded picture; estimation errors; histogram-based rate-distortion estimation; input picture; quantisation step size; simulation results; video coding applications; weighted histogram;
Journal_Title :
Vision, Image and Signal Processing, IEE Proceedings -
DOI :
10.1049/ip-vis:19990286
