Методи та моделі стійкого розпізнавання цифрового маркування пакувань в умовах оптичних завад

Abstract

This paper addresses the problem of robust recognition of packaging markings under real-world conditions affected by optical noise. An adaptive preprocessing model based on the physical image formation process is proposed. The approach accounts for illumination, blur, geometric distortions, and sensor noise. Experimental evaluation demonstrates improved robustness and accuracy compared to conventional methods.