A method of nonlinear wavelet transform image compression coding based on s
pherical coordinate transform was introduced according to the correlation a
mong the high-frequency sub-bands from wavelet transform. In wavelet shrink
age,the radial part in spherical coordinate was processed by hyperbolic shr
inkage. The result of experiment proves a better achievable result on its r
ate and the quality of the reconstructed image.