Підвищення якості розпізнавання методом Віоли-Джонса в задачах інформаційної безпеки підприємства шляхом попередньої обробки зображення

Abstract

In the work we developed a increasing there liability mechanism of face detection on the image by Viola-Jones algorithm which consistent filtering and processing of the input image. It can significantly improve the reliability of their further recognition to the asymptotic maximum. Using this approach make able to apply ViolaJones method for ensuring information security in active and passive monitoring modes. The proposed approach uses the methods of the theory of linear algebra and mathematical statistics. The paper shows a specific effect of the use of the proposed approach and shows examples of physical modeling