Journal of Multimedia Processing and Technologies Saida S. Beknazarova, Dinara K. Kozhamzharova 15 2 2024 https://doi.org/10.6025/jmpt/2024/15/2/45-57 https://www.dline.info/jmpt/fulltext/v15n2/jmptv15n2_1.pdf This paper delves into a novel area of research, exploring how natural events impact the functioning of visualization systems, particularly in maintaining the integrity of the image processing algorithm. As part of this study, a unique filter was devised to eliminate distortions caused by fog. A correction filter was innovatively developed, and an in-depth analysis of the neural network’s performance with images of varying resolutions was undertaken, leading to insightful recommendations for augmenting the precision of image processing.