Spectral representation of an object when recognizing its image

The paper proposes methods for recognizing images of complex systems by reducing them to a chain complex, when objects and their structural elements are understood as qualitatively defined quantities. The basic metric identity (the Pythagorean identity) is implicitly used in the construction of the analysis results.