Research Explorer

Your browser does not support JavaScript or JavaScript is not enabled. Without JavaScript some functions of this webapplication may be disabled or cause error messages. To enable JavaScript, please consult the manual of your browser or contact your system administrator.

Researcher

Roman Sizyakin

Awards & Distinctions

11 Results

2022

Deep learning methods for crack detection and image restoration with application to digitized paintings

Roman SizyakinAleksandra PizuricaViacheslav Voronin

Virtual restoration of paintings based on deep learning

Roman SizyakinViacheslav VoroninAleksandra Pizurica

Virtual restoration of paintings using adaptive adversarial neural network

Roman SizyakinViacheslav VoroninAleksandr ZelenskyAleksandra Pizurica

A1 Journal Article in JOURNAL OF ELECTRONIC IMAGING

2021

A two-stream neural network architecture for the detection and analysis of cracks in panel paintings

Roman SizyakinBruno CornelisLaurens MeeusViacheslav VoroninAleksandra Pizurica

Automated visual inspection of fabric image using deep learning approach for defect detection

Vyacheslav V. VoroninRoman SizyakinMarina ZhdanovaEvgenii A. SemenishchevDmitry BezuglovAleksander A. Zelemskii

2020

A deep learning approach to crack detection on road surfaces

Roman SizyakinViacheslav V. VoroninNikolay GaponAleksandra Pizurica

A deep learning-based approach for defect detection and removing on archival photos

Roman SizyakinV. VoroninN. GaponA. ZelenskyAleksandra Pizurica

Automated visual inspection algorithm for the reflection detection and removing in image sequences

Roman SizyakinViacheslav V. VoroninNikolay GaponAlexey NadyktoAleksandra PizuricaAlexander Zelensky

Crack detection in paintings using convolutional neural networks

Roman SizyakinBruno CornelisLaurens MeeusHélène DuboisMaximiliaan MartensViacheslav VoroninAleksandra Pizurica

A1 Journal Article in IEEE ACCESS

2019

Automatic detection of welding defects using the convolutional neural network

Roman SizyakinViacheslav V. VoroninNikolay GaponAleksandr ZelenskyAleksandra Pizurica

Image defect detection algorithm based on deep learning

Roman SizyakinV V VoroninN V GaponA A ZelenskyAleksandra Pizurica