Correlation analysis identifies variables influencing image quality, suggesting methods to enhance neural networks.
The paper considers the problem of the generalizing ability of neural networks to improve image quality. The existing solutions are considered and methods for improving generalizing ability are proposed. A correlation analysis of various statistical variables was carried out to find ways to determine the quality of images. In conclusion, conclusions are drawn on further investigation of the problem.
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Anokhin et al. (2025) studied this question.
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