An algorithm for spatial reconstruction of 3D scene that consist of several flat objects is considered. The algorithm is based on method of most probabal estimation of system parameters in unsuperwised mode and estimation of hidden markov field parameters as well. Also the technology for visualization of reconstructed 3D models by lenticular images is proposed.