Vinokurov Igor' Viktorovich

Publications in Math-Net.Ru

1. Comparative analysis of backbone architectures for instance segmentation of objects in aerial imagery using Mask R-CNN
   
   Program Systems: Theory and Applications, 16:4 (2025),  173–216
2. Improving the accuracy of segmentation masks using a generative-adversarial network model
   
   Program Systems: Theory and Applications, 16:2 (2025),  111–152
3. Using the Mask R-CNN model for segmentation of real estate objects in aerial photographs
   
   Program Systems: Theory and Applications, 16:1 (2025),  3–44
4. Recovering text sequences using deep learning models
   
   Program Systems: Theory and Applications, 15:3 (2024),  75–110
5. Recognition of cadastral coordinates using convolutional recurrent neural networks
   
   Program Systems: Theory and Applications, 15:1 (2024),  3–30
6. Recognition of digital sequences using convolutional neural networks
   
   Program Systems: Theory and Applications, 14:3 (2023),  3–36
7. Tabular information recognition using convolutional neural networks
   
   Program Systems: Theory and Applications, 14:1 (2023),  3–30
8. Using a convolutional neural network to recognize text elements in poor quality scanned images
   
   Program Systems: Theory and Applications, 13:3 (2022),  29–43