Realistic 3D modeling and texturing of buildings and other urban planning objects is an active research area in the field of 3D city modeling, heritage documentation, virtual touring, urban planning, architectural design and computer gaming. The lack of photo-realistic texture not only makes building models less realistic in visualization, but it may also, in some cases, fail to provide needed information. The aim of the proposed work is to implement intelligent pattern recognition techniques for the development of photo-realistic 3D models of buildings and/or other urban planning objects or units. In particular, it is proposed to investigate texture projection, from aerial or terrestrial images, on 3D prismatic or triangulated models of buildings or other objects under perspective distortion, noise corruption, various illumination conditions and occlusion.