Alexander V. Gayer

According to our database, Alexander V. Gayer authored at least 7 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

An Ultra-lightweight Approach for Machine Readable Zone Detection via Semantic Segmentation and Fast Hough Transform.

Daria M. Ershova, Alexander V. Gayer, Alexander Sheshkus, Vladimir V. Arlazarov

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

2023

An accurate approach to real-time machine-readable zone detection with mobile devices.

Alexander V. Gayer, Daria M. Ershova, Vladimir V. Arlazarov

Int. J. Document Anal. Recognit., September, 2023

2021

Auto-clustering pairs generation method for Siamese neural networks training.

Arseniy K. Mokin, Alexander V. Gayer, Alexander V. Sheshkus, Vladimir L. Arlazarov

Proceedings of the Fourteenth International Conference on Machine Vision, 2021

2020

Improvement of U-Net architecture for image binarization with activation functions replacement.

Alexander V. Gayer, Alexander V. Sheshkus, Dmitrii P. Nikolaev, Vladimir V. Arlazarov

Proceedings of the Thirteenth International Conference on Machine Vision, 2020

2019

Convolutional neural network weights regularization via orthogonalization.

Alexander V. Gayer, Alexander V. Sheshkus

Proceedings of the Twelfth International Conference on Machine Vision, 2019

2018

Effective real-time augmentation of training dataset for the neural networks learning.

Alexander V. Gayer, Yulia S. Chernyshova, Alexander V. Sheshkus

Proceedings of the Eleventh International Conference on Machine Vision, 2018

2017

Generation method of synthetic training data for mobile OCR system.

Yulia S. Chernyshova, Alexander V. Gayer, Alexander V. Sheshkus

Proceedings of the Tenth International Conference on Machine Vision, 2017