Research of the fog effect on machine vision systems

Abstract

Research of the fog effect on machine vision systems

Gorodnichev M.G., Moseva M.S.

Incoming article date: 28.03.2022

In this work, we studied the effect of fog on machine vision systems, in particular, on the correctness of the pattern recognition algorithm. As part of this work, a filter is implemented that eliminates distortions caused by fog. A corrective filter has been developed, an analysis of the operation of a neural network with images of various definitions has been carried out, on the basis of which recommendations have been made to improve the accuracy of pattern recognition.

Keywords: image processing, image filtering, machine vision systems, pattern recognition