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Articles by keyword U-Net
The method of automation particles counting on a nanoscale image captured by the electron microscope

G.S. Baydin – Lecturer, Faculty of Computer Science and Management Systems, 

Bauman Moscow State Technical University (National Research University)

E-mail: baydin1015@gmail.com

A.S. Titov – Student, Faculty «Informatics and Management Systems»,  Bauman Moscow State Technical University (National Research University)

E-mail: toliakpurple@gmail.com

Training of the U-Net architecture based convolutional neural network, using minimum resources

I.S. Demin – Master Student, 

Department «Computer software, Information Technologies», Kaluga branch of the Bauman MSTU Е-mail: dantlou@mail.com

Yu.S. Belov – Ph.D.(Phys.-Math.), Associate Professor, 

Department «Computer software, Information Technologies», Kaluga branch of the Bauman MSTU Е-mail: ybs82@mail.com

I.V. Chukhraev – Ph.D.(Eng.), Associate Professor, Head of Department «Information Systems and Networks»,  Kaluga branch of the Bauman MSTU E-mail: chukhraev@bmstu-kaluga.ru

Application of neural networks in detecting PCB defects

A.I. Vlasov1, N.V. Zavyalov2, K.V. Selivanov3, I.I. Skalchenkov4

1–4 Bauman Moscow State Technical University (Moscow, Russia)

Automatic and semi-automatic segmentation method of post-myocardial infarction according to magnetic resonance imaging with late gadolinium enhancement

A.G. Levchuk1, V.A. Fokin2, A.V. Ryzhkov3, M.S. Baev4, D. Bendahan5, W. Al-Haidri6, E.A. Brui7

1,6,7 ITMO University (Saint-Petersburg, Russian)
2–4 Almazov National Medical Research Centre (Saint-Petersburg, Russian)
5 Aix-Marseille University, National Center for Scientific Research, Biological and Medical Magnetic Resonance Center (Marseille, France)
1anatolii.levchuk@metalab.ifmo.ru, 2vladfokin@mail.ru, 3abanderos83@mail.ru, 4mikael.baev@mail.ru, 5david.bendahan@univ-amu.fr, 6waleed.al.haidri@metalab.ifmo.ru, 7katya.bruy@gmail.com

Analysis of the results of measuring the informative parameters of a digital twin for assessing the results of rehabilitation after injuries of the locomotor apparatus

V.V. Alekseev1, P.G. Korolev2, A.V. Tsareva3, A.D. Kuzmina4, P.G. Zhurbilo5

1–5 Saint Petersburg Electrotechnical University 'LETI' (Saint-Petersburg, Russian)
1 vvalekseyev@mail.ru, 2 pgkorolev@gmail.com

Dual defect detection and generation system in planar surface

A.O. Burygin1, I.G. Panin2

1 CJSC "NORSI-TRANS" (Moscow, Russia)

2 Kostroma State University (Kostroma, Russia)

1 g.t.m.p@yandex.ru, 2 igpanin@list.ru