The methodology of the solution to the inverse fractal problem with th
e wavelet transform(1,2) is extended to two-dimensional self-affine fu
nctions. Similar to the one-dimensional case, the two-dimensional wave
let maxima bifurcation representation used is derived from the continu
ous wavelet decomposition. It possesses translational and scale invari
ance necessary to, reveal the invariance of the self-affine fractal. A
s many fractals are naturally defined on two-dimensions, this extensio
n constitutes an important step towards solving the related inverse fr
actal problem for a variety of fractal types.