Researcher
Roman Sizyakin
- Disciplines:Communications technology, Communications
Affiliations
- Department of Telecommunications and information processing (Department)
Member
From12 Jan 2017 → 25 Sep 2022
Publications
1 - 10 of 11
- Virtual restoration of paintings using adaptive adversarial neural network(2022)
Authors: Roman Sizyakin, Viacheslav Voronin, Aleksandr Zelensky, Aleksandra Pizurica
- Virtual restoration of paintings based on deep learning(2022)Volume: 12084
Authors: Roman Sizyakin, Viacheslav Voronin, Aleksandra Pizurica, Wolfgang Osten, Dmitry Nikolaev, Jianhong Zhou
Number of pages: 1 - Deep learning methods for crack detection and image restoration with application to digitized paintings(2022)
Authors: Roman Sizyakin
- Automated visual inspection of fabric image using deep learning approach for defect detection(2021)Volume: 11787
Authors: Vyacheslav V. Voronin, Roman Sizyakin, Marina Zhdanova, Evgenii A. Semenishchev, Dmitry Bezuglov, Aleksander A. Zelemskii, Jürgen Beyerer, Michael Heizmann
Number of pages: 1 - A two-stream neural network architecture for the detection and analysis of cracks in panel paintings(2021)Volume: 11353
Authors: Roman Sizyakin, Bruno Cornelis, Laurens Meeus, Viacheslav Voronin, Aleksandra Pizurica, Peter Schelkens, Tomasz Kozacki
Number of pages: 1 - Automated visual inspection algorithm for the reflection detection and removing in image sequences(2020)Volume: 11433
Authors: Roman Sizyakin, Viacheslav V. Voronin, Nikolay Gapon, Alexey Nadykto, Aleksandra Pizurica, Alexander Zelensky, Wolfgang Osten, Dmitry P. Nikolaev, J. Zhou
Number of pages: 1 - A deep learning-based approach for defect detection and removing on archival photos(2020)
Authors: Roman Sizyakin, V. Voronin, N. Gapon, A. Zelensky, Aleksandra Pizurica
Pages: 029-1 - 029-7 - A deep learning approach to crack detection on road surfaces(2020)Volume: 11543
Authors: Roman Sizyakin, Viacheslav V. Voronin, Nikolay Gapon, Aleksandra Pizurica, Judith Dijk
Number of pages: 1 - Crack detection in paintings using convolutional neural networks(2020)
Authors: Roman Sizyakin, Bruno Cornelis, Laurens Meeus, Hélène Dubois, Maximiliaan Martens, Viacheslav Voronin, Aleksandra Pizurica
Pages: 74535 - 74552 - Image defect detection algorithm based on deep learning(2019)Volume: 680
Authors: Roman Sizyakin, V V Voronin, N V Gapon, A A Zelensky, Aleksandra Pizurica
Number of pages: 1