The theoretical-group approach is offered for analysis and synthesis of complex images: symmetric and asymmetric, the algorithms of synthesis and analysis of symmetric and asymmetric images are developed. Such approach allows from one theoretical approach to describe, effectively to store, to analyze and synthesize the different classes of images. For programmatic realization of the offered algorithms the integrated environment of programming of Visual C++ Express Edition and opened library of functions of computer vision of OPENCV is used.