The 2-D pyramidal image decomposition has been widely used in various image processing applications [6]. In this paper, we introduce filter bank implementations of a nonlinear multiresolution image representation based on local contrast measure. Following the work of Duval-Destin [3, 1] for visual contrast sensitivity, we define multiscale contrast coefficients by scaling the wavelet transform ...