Three-dimensional analysis of surface defects and microdefects of an object is performed by correlating two images of the surface of the object based upon a stereoscopic view thereof. Analyzing surface defects may be implemented by integrating, in a single monolithic component made using VLSI CMOS technology, an optical sensor with a cellular neural network. The optical sensor includes a matrix of cells configured as analog processors.