A method for reducing the entropy of an original matrix, includes a step using a wavelet transformation of the original matrix into a transformed matrix, a quantization coefficient corresponding to each wavelet level, the wavelet transformation being calculated in fixed decimal point using a first number of digits at least equal to 1, for example 3 digits, after the decimal point. Such a method is particularly advantageous for image compression.