Tereshchenko,V., Tereshchenko,Y.
Abstract:
We consider the problem of repetitive elements recognition with heterogeneous image texture. The difficulty of solving problems of this class is connected with obtaining of the precise solution that is sensitive to the complexity of image texture (irregular texture).The accuracy depends on correctness of original element selection from which the searching process will start. To solve the problem we propose new synthetic approach that combines statistical methods and machine learning method that allows obtaining resistant and accurate solution. The results of this algorithm are used for detection of reptile skin structure.