An investigation of the Kahrunen-Loeve method
А Ю Солодовщиков · Journal of Computer and Systems Sciences International · 2007
The paper is devoted to an investigation of discrete and continuous variants of the Karhunen-Loeve transform. An algorithm of analytical construction of a basis with non-correlated expansion coefficients for analyzing digital images based on this expansion is presented. The results obtained are compared with the existing results in the problem of edge detection. As an example, the problem of formal construction of operators similar to the Hueckel operator by this method is solved. The characteristics of the formed basis functions are compared.