Journals
Books
Articles by keyword сверточные нейронные сети
Face detection algorithm based on the convolutional neural network
I.A. Kalinowski - Post-graduate Student, Tomsk Polytechnic University. E-mail: kua_21@mail.ru
V.G. Spitsyn - Dr. Sc. (Eng.), Professor, Tomsk Polytechnic University
Dynamical change of the perceiving properties of convolutional neural networks as training with noise and its impact on generalization
R.M. Nemkov - Post-graduate Student, Department of Information Systems and Technologies, North-Caucasus Fed-eral University (Stavropol). E-mail: nemkov.roman@yandex.ru O.S. Mezentseva - Ph.D. (Phys.-Math.), Associate Professor, Professor, Department of Information Systems and Technologies, North-Caucasus Federal University (Stavropol). E-mail: mos@ncstu.ru
Recognition of images with convolution and fuzzy neural networks
N.M. Novikova - Dr. Sc. (Eng.), Professor, Voronezh State University. E-mail: novnelly839@gmail.com V.M. Dudenkov - Post-graduate Student, Voronezh State University. E-mail: vldud@mail.ru
Convolutional neural networks application for dust particles detection and recognition on microscopy images
A.N. Kokoulin - Ph.D. (Eng.), Associate Professor, Perm National Research Polytechnic University. E-mail:liga_asu@mail.ru
A convolutional fuzzy neural network for classification tasks
K.P. Korshunova - Post-graduate Student, Department of Computer Facilities, The Branch of National Research University "Moscow Power Engineering Institute" in Smolensk E-mail: ksenya-kor@mail.ru
Hierarchical pyramidal subsampling in deep convolutional networks for visual pattern recognition

A. E. Averyanikhin, A. I. Vlasov, E. V. Evdokimova Department IU4 of Designing and Technology of Electronic Equipment, Bauman Moscow State Technical University (Moscow, Russia)

Detection of anthropometric face points based on deep learning methods to recognize emotions

O.V. Melnik – Dr. Sc. (Eng.), Professor, Department “Information-Measuring and Biomedical Engineering”,  Ryazan State Radio Engineering University n.a. acad. V.F. Utkin

E-mail: omela111@yandex.ru

V.A. Sablina – Ph.D. (Eng.), Associate Professor, Department “Electronic Computing Machines”,  Ryazan State Radio Engineering University n.a. acad. V.F. Utkin

E-mail: flyingvictory@mail.ru

A.V. Savin – Post-graduate Student, Department “Electronic Computing Machines”, 

Ryazan State Radio Engineering University n.a. acad. V.F. Utkin

E-mail: savin.alex@mail.ru

A.B. Borschev – Undergraduate, Department “Electronic Computing Machines”, 

Ryazan State Radio Engineering University n.a. acad. V.F. Utkin

Rich feature hierarchies for accurate object detection and semantic segmentation

A.Y. Virasova1, D.I. Klimov2, O.E. Khromov3, I.R. Gubaidullin4, V.V. Oreshko5

1−5 JSC "Russian Space Systems" FKA "Roscosmos" (Moscow, Russia)

Objects segmentation on satellite images using convolution neural networks

V.V. Khryashchev – Ph.D. (Eng.), Associate Professor, P.G. Demidov Yaroslavl State University

E-mail: vhr@yandex.ru

A.L. Priopov – Dr.Sc. (Eng.), Associate Professor, P.G. Demidov Yaroslavl State University

E-mail: andcat@yandex.ru

V.A. Pavlov – Post-graduate Student,  P.G. Demidov Yaroslavl State University

E-mail: vladimir@1pavlov.com

L.I. Ivanovsky – Post-graduate Student,  P.G. Demidov Yaroslavl State University

E-mail: leon19unknown@gmail.com

Analysis of patented inventions and utility models based on convolutional neural networks

A.N. Shtanko1

1 National Research Nuclear University "MEPhI" (NRNU MEPHI) (Moscow, Russia)

The use of artificial neural networks on examples of large IT projects

N.S. Konnova – PhD (Eng.), Associate Professor, Bauman Moscow State Technical University

E-mail: nkonnova@bmstu.ru

Neural network methods for integral structure non-destructive testing

A. Yu. Viryasova – Master, Bauman Moscow State Technical University

E-mail: virnastya@yandex.ru

A. I. Vlasov – Ph.D. (Eng.), Associate Professor, Department of Design and Production Technology of Electronics, Bauman Moscow State Technical University

E-mail: vlasovai@bmstu.ru

A. A. Gladkikh – Ph.D. (Eng.), Associate Professor, Department of Design and Production Technology of Electronics, Bauman Moscow State Technical University

E-mail: a.gladkikh@inforion.ru

Automatic speaker age and gender recognition based on deep neural networks

M.V. Markitantov – Junior Research Scientist,
St. Petersburg Institute for Informatics and Automation of RAS

A.A. Karpov – Dr.Sc.(Eng.), Associate Professor, Main Research Scientist,
St. Petersburg Institute for Informatics and Automation of RAS

Development of a neural network model for detecting objects in a video stream

E.S. Budaev1, S.S. Mikhailova2, I.S. Evdokimova3, E.A. Khalmakshinov4

1,2 Financial University under the Government of the Russian Federation (Moscow, Russia)

3,4 East Siberian State University of Technology and Management (Ulan-Ude, Russia)

Monitoring the state of iron products based on computer vision systems

N.A. Andriyanov1, A.A. Volnenko2, V.E. Dementiev3

1,2 Financial University under the Government of the Russian Federation (Moscow, Russia)

3 Ulyanovsk State Technical University (Ulyanovsk, Russia)

Improvement of intelligent data processing methods for monitoring elements of transport infrastructure

M.A. Ludagovskaya1, N.A. Antonov2, M.A. Kabanov3, S.V. Chernomordov4

1 Russian University of Transport (MIIT) (Moscow, Russia)

2-4 Bunin Yelets State University (Yelets, Russia)

1 m.ludagovskaya@gmail.com; 2 nikolayantonov888@yandex.ru; 3 nicsor2010@yandex.ru; 4 chernomor96@list.ru

Improvement of intelligent data processing methods for monitoring elements of transport infrastructure

M.A. Ludagovskaya1, N.A. Antonov2, M.A. Kabanov3, S.V. Chernomordov4

1 Russian University of Transport (MIIT) (Moscow, Russia)

2-4 Bunin Yelets State University (Yelets, Russia)

1 m.ludagovskaya@gmail.com; 2 nikolayantonov888@yandex.ru; 3 nicsor2010@yandex.ru; 4 chernomor96@list.ru

Methods for predicting failures of functional elements of rocket and space technology products using visual decomposition and machine learning

A.Yu. Viryasova1, A.I. Vlasov2, D.I. Klimov3, T.T. Mamedov4, A.P. Myagkov5

1,3–5 JSC "Russian Space Systems" (Moscow, Russia)

2 Bauman Moscow State Technical University (Moscow, Russia)

1 virnastya@yandex.ru, 2 vlasovai@bmstu.ru, 3 klimov.di@spacecorp.ru,

4 mamedov.tt@spacecorp.ru, 5 contact@spacecorp.ru

Objects segmentation on satellite images using convolution neural networks

V.V. Khryashchev – Ph.D. (Eng.), Associate Professor, P.G. Demidov Yaroslavl State University
E-mail: vhr@yandex.ru
A.L. Priopov – Dr.Sc. (Eng.), Associate Professor, P.G. Demidov Yaroslavl State University
E-mail: andcat@yandex.ru
V.A. Pavlov – Post-graduate Student, P.G. Demidov Yaroslavl State University
E-mail: vladimir@1pavlov.com
L.I. Ivanovsky – Post-graduate Student, P.G. Demidov Yaroslavl State University
E-mail: leon19unknown@gmail.com

 

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

Modern methods of computer vision and their practical application in the problem of defectoscopy of integrated circuits

A.Yu. Shafigullina1, D.I. Klimov2, T.T. Mamedov3, I.R. Gubaidullin4

1–4 Joint Stock Company "Russian Space Systems" (Moscow, Russia)

2 National Research University "Moscow Power Engineering Institute" (Moscow, Russia)

1 postgraduate contact@spacecorp.ru, 2 klimov.di@spacecorp.ru,
3 mamedov.tt@spacecorp.ru, 4 gubaidullin.ir@spacecorp.ru

A New Method for Integrating a Deep Learning Module into Special Object Classification Software

P.O. Arkhipov1, S.L. Philippskih2, M.V. Tsukanov3

1–3 Branch Director, Orel Branch of the Federal Research Center “Computer Science and Control” of the RAS
(Orel, Russia)
1 arpaul@mail.ru, 2 philippsl@mail.ru, 3 tsukanov.m.v@yandex.ru

The use of neural network technologies in the design of printed circuit boards

A.V. Arkhipov1, K.A. Muravyov2, A.A. Solodnjakov3, I.S. Potanin4

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

2 muravyov@bmstu.ru

Extrapolation of trajectories in radar images using recurrent neural networks

V.V. Dudihin1, E.A. Kuzina2, I.Y. Mezhuev3, S.A. Rylov4, I.Y. Yakupov5

1 Moscow State University (Moscow, Russia)
2,4,5 JSC Distant Radiocommunication Scientific Research Institute (Moscow, Russia)
3 Plekhanov Russian University of Economics (Moscow, Russia)
1 dudikhin@spa.msu.ru, 2 ekkuzina@npodr.ru, 3 Mezhuev.IY@rea.ru, 4 srylov@npodr.ru, 5 iyakupov@npodr.ru