ABSTRACTS OF ARTICLES OF THE JOURNAL "INFORMATION TECHNOLOGIES".
No. 1. Vol. 28. 2022

DOI: 10.17587/it.28.20-25

G. K. Bukalov, Professor, A. O. Burygin, PhD student, I. G. Panin, Professor, A. V. Tortsev, PhD student, Kostroma State University, Kostroma, 156005, Russian Federation

Segmentation and Defect Detection on Large Areas in Several Frames

In article we consider the problem of finding defects on large areas with a limited set of defective images. Two regularization methods are presented that help to significantly increase the result of defect segmentation, namely, the operation of inserting defects into non-abnormal images and the operation of normal. Computational experiments aimed at investigating the effectiveness of the proposed method in comparison with existing techniques have been carried out.
Keywords: sling, image, CNN, U-Net,GAP

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