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Roman A. Sizyakin
ORCID
Publication Activity (10 Years)
Years Active: 2014-2021
Publications (10 Years): 8
Top Topics
Deep Learning
Image Inpainting
Neural Network
Complex Scenes
Top Venues
ICMV
Image Processing: Algorithms and Systems
IEEE Access
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Publications
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Roman A. Sizyakin
,
Viacheslav V. Voronin
,
Aleksandra Pizurica
Virtual restoration of paintings based on deep learning.
ICMV
(2021)
Roman A. Sizyakin
,
Viacheslav V. Voronin
,
N. Gapon
,
Alexander A. Zelensky
,
Aleksandra Pizurica
A Deep Learning-Based Approach for Defect Detection and Removing on Archival Photos.
Image Processing: Algorithms and Systems
(2020)
Roman A. Sizyakin
,
Bruno Cornelis
,
Laurens Meeus
,
Hélène Dubois
,
Maximiliaan Martens
,
Viacheslav V. Voronin
,
Aleksandra Pizurica
Crack Detection in Paintings Using Convolutional Neural Networks.
IEEE Access
8 (2020)
Roman A. Sizyakin
,
Viacheslav V. Voronin
,
Nikolay V. Gapon
,
Alexey Nadykto
,
Aleksandra Pizurica
,
Alexander A. Zelensky
Automated visual inspection algorithm for the reflection detection and removing in image sequences.
ICMV
(2019)
Nikolay V. Gapon
,
Viacheslav V. Voronin
,
Roman A. Sizyakin
,
Marina Zhdanova
,
Alexander A. Zelensky
Depth-map inpainting using learned patch-based propagation.
ICMV
(2019)
Nikolay V. Gapon
,
Viacheslav V. Voronin
,
Roman A. Sizyakin
,
Marina Pismenskova
,
Alexey Nadykto
Video block error recovery using modified patch-based inpainting.
ICMV
(2018)
Roman A. Sizyakin
,
Viacheslav V. Voronin
,
Nikolay V. Gapon
,
Marina Pismenskova
,
Alexey Nadykto
A blotch detection method for archive video restoration using a neural network.
ICMV
(2018)
Viacheslav V. Voronin
,
Roman A. Sizyakin
,
Vladimir I. Marchuk
,
Yigang Cen
,
G. G. Galustov
,
Karen O. Egiazarian
Video inpainting of complex scenes based on local statistical model.
Image Processing: Algorithms and Systems
(2016)
Viacheslav V. Voronin
,
Vladimir I. Marchuk
,
Nikolay V. Gapon
,
Roman A. Sizyakin
,
Alexander I. Sherstobitov
,
Karen O. Egiazarian
Exemplar-based inpainting using local binary patterns.
Image Processing: Algorithms and Systems
(2014)