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Questions of image recognition and estimation of rotation parameters of spatial point objects images on the basis of the main things method are considered. The application of the given method allows to receive an estimation of rotation parameters of spatial point object at the absence of the information on numbering of points in object that essentially simplifies the decision of problems of recognition of spatial points objects.