Summary: Pattern recognition is central problem of image processing. This paper presents the improved plain object recognition algorithm in image processing based on stochastic geometry developed by the author. The system of trace, circular and diametrical functionals has been reworked. In particular, developed a new set of diametrical functionals, for a more efficient and rapid recognition.

Keywords: contour analysis, image object, the vertex, pattern recognition.