Influence of Neural Networks on the precision of image Processing
Saida S. Beknazarova, Dinara K. Kozhamzharova
Journal of Multimedia Processing and Technologies, Vol. 15, No. 2, 2024.
DOI: https://doi.org/10.6025/jmpt/2024/15/2/45-57
Link: https://www.dline.info/jmpt/fulltext/v15n2/jmptv15n2_1.pdf
Abstract:
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 networkâ€™s performance with images of varying resolutions was undertaken, leading to insightful recommendations for augmenting the precision of image processing.