Quantization of wavelet coefficients

A.N. Ganin1, A.L. Priorov1
1Yaroslavl State University, Russia

Tóm tắt

The wavelet coefficients quantization model is suggested in this paper. Quantization is represented as addition of noise by equal parts in all bands of the wavelet transform. The linear approximation model of dependence of quantizing distortion power from a quantizing interval is considered. It is shown that use of the pointed model allows increased efficiency of picture coding.

Từ khóa

#Quantization #Wavelet coefficients #Frequency #PSNR #Image coding #Wavelet transforms #Interpolation #Discrete transforms #Hydrogen #Low-frequency noise

Tài liệu tham khảo

cornsweet, 1970, Visual Perception 10.1016/0165-1684(94)90094-9 ganin, 0, Model of Quantization of Wavelet Coefficients, Proc DSP 2002, 240 10.1109/PROC.1972.8779 mandal, 1995, Choice of Wavelets for Image Compression, Canadian Workshop on Information Theory 10.1137/1.9781611970104 argast, 1993, Image Compression with Wavelet Transform, Proc of SPIE, 2094, 1347, 10.1117/12.157892 10.1109/83.136597