A robust multi-scale integration method to obtain the depth from gradient maps

► A critical survey and classification of gradient integration methods. ► A new multi-scale integrator to recover the depth map from a gradient map. ► Use of an input weight map to identify missing data. ► A weight-sensitive Poisson formulation of the integration problem. ► Empirical comparison with state-of-art methods.