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My ORCID
Scopus Author ID: 23004897100
Profile on Web of Science
DATE OF BIRTH: September 11, 1976
PLACE OF BIRTH: Gomel, Belarus
CURRENT ADDRESS:
Laboratory of System Identification
United Institute of Informatics Problems of the National Academy of Sciences of Belarus
Surganov St. 6,
220012 Minsk
BELARUS
Phone: +375 17 378 21 48
Fax:+375 17 2703175
E-mail: avin [ ] lsi.bas-net.by
CURRENT POSITIONS: Head of the Laboratory of System Identification of the United Institute of Informatics Problems of the National Academy of Sciences of Belarus
QUALIFICATION
M. Sc. Microprocessor technology and information management systems, Belarusian State University of Transport, Gomel, Belarus, June 1998.
Engineer. Microprocessor technology and information management systems, Belarusian State University of Transport, Gomel, Belarus, June 1999.
EDUCATION
Post-Graduate Courses – Belarusian State University of Informatics and Radioelectronics, Minsk, Belarus, 1999-2002
Magistracy – Belarusian State University of Transport, Gomel, Belarus, 1998-1999.
Higher Education – Belarusian State University of Transport, faculty of Electrical Engineering, Department of Microprocessor technology and information management systems, Gomel, Belarus, 1993-1998.
EXPERIENCE
March 2023 –
Head of the Laboratory of System Identification of the United Institute of Informatics Problems of the National Academy of Sciences of Belarus
November 2012 –March 2023
Researcher of the Laboratory of System Identification of the United Institute of Informatics Problems of the National Academy of Sciences of Belarus
November 2002 – November 2012
Junior researcher of the Laboratory of System Identification of the United Institute of Informatics Problems of the National Academy of Sciences of Belarus
September 1998 – May 1999
Lecturer, Department of Microprocessor Technology and Information Management Systems, Department of Transportation Processes Management, Belarusian State University of Transport, Gomel, Belarus.
CURRENTLY:
“Development and adaptation of machine learning methods to solve applied problems with data of different modalities”, State Program of Scientific Research "Digital and Space Technologies, Security of Man, Society and State" 2021-2025.
“Development a neural network software package for monitoring and predicting the state of subsystems of the constellation spacecraft for the command and measurement complex” Union State program Complex-SG, 2023-2026.
“Neural Network Ensembles for Pattern Identification with the Application of Decisive Use Case Rules for Processing Images of the Earth's Surface”, Foreign Performer – Scientific and Innovation Center of Information and Communication Technologies at the Tashkent University of Information Technologies named after Muhammad al-Khwarizmi
COMPLETED R & D:
"Development of an automated system of layer-by-layer restoration of topology from color digital photoimage of an integrated circuit crystal" (2001-2005);
"Development of a computer system for printed circuit boards inspection» (2001-2005);
"Development of a software tools for the classification of defects in topology detected as a result of automatic control of the topology of semiconductor wafers" (2006-2010);
"Development of a software package for image processing and analysis for vision systems in the microelectronic industry" (2011-2016);
"Development and implementation of a software complex for modeling photolithography processes for automatic control of originals of VLSI topology, focused on cluster high-performance multiprocessor computer systems", (2005-2008);
"Development of a prototype of a software-based network and information system for monitoring telemetric information, diagnostics of spacecraft subsystems, processing of space images" (2008-2011);
"Development of algorithms for detecting image regions by the standard for correcting the course of an unmanned aerial vehicle and experimental programs for modeling the operation of its optoelectronic navigation system"(2012-2014).
GRANTS of the Belarusian Republican Foundation for Basic Research:
"Development of methods and algorithms for opto-electronic systems for detecting distortions and defects in photomasks" (No. Т04-219, 2004-2006);
"Development of algorithmic image processing and analysis tools for creating computer vision systems in microelectronics" (No. T04M-119, 2004-2006);
"Development of methods and algorithms for extracting informative features of multispectral images and a basic model of a neural network for clustering fuzzy objects on images" (No. T05MC-060, 2005-2007);
"Development of methods and algorithms for constructing a semantic description of images in recognition problems" (No. T05M-088, 2005-2007);
"Development of methods and algorithms for recognizing dynamic images based on optical flow analysis for intelligent monitoring systems" (No. Т06-310, 2006-2008);
"Development of methods and algorithms for the analysis and recognition of scenes in decision support systems" (No. T06M-109, 2006-2008);
"Development of methods and algorithms for identifying objects on images of the topology of integrated microcircuits" (No. Т08-239, 2008-2010).
"Models and algorithms for controlling the motion of a satellite in the inhomogeneous gravitational field of the Earth" (No. Ф07М-173, 2007-2009).
"Methods and algorithms of neural network recognition of objects on images of the topology of integrated circuits" (F11OB-071, 2011-2013).
“Developing adaptive methods and algorithms for PCB topology inspection", (F16M-070, 2016-2018).
“Development of fuzzy methods and algorithms for optical layout inspection of integrated circuit layers” (F19MS-032, 2019-2021). Foreign Performer – Université Paris-Est Créteil Val de Marne
“The method of complex neural network processing of different-time satellite images of the Earth's surface and associated remote sensing images of the same surface obtained from UAVs” (F21UKR-011, 2021-2022). Foreign Performer – V.M.Glushkov Institute of Cybernetics of the National Academy of Sciences of Ukraine
State program of oriented fundamental research "Scientific foundations of new information technologies" (Infotech), task "Develop methods and algorithms for image processing and object recognition in vision systems" (Infotech-08, 2003-2005, GR No. 2002361);
The State Complex Program of Scientific Research "Scientific Foundations of Information Technologies and Systems" (Infotech):
- the task "Methods of processing, analysis and classification of multidimensional data and images" (Infotech-11, 2006-2010),
- task "Development of a software system for processing, analyzing and classifying images of dynamic scenes for real-time video surveillance systems" (Infotech-27, 2006-2008),
Responsible executor of the section "Developing software that implements developed methods and algorithms in vision systems" of the complex task "Informatics and Cosmos 1.4.03" "Intellectual methods, models and algorithms for processing and recognition of objects of complex nature images" of the state program of scientific research "Informatics and space, scientific provision of security and protection from emergencies" ("Informatics and space") (2011-2013);
Responsible executor of the task 1.01 "Develop models, methods and algorithms for processing and recognizing objects of structurally complex images", "Informatics and space, scientific provision of safety and emergency protection" subprogram "Scientific foundations of information technologies (Informatics)" (2014-2015).
Responsible executor of the task – "Development of theoretical foundations and technologies for building of computer systems for data mining based on pattern recognition and image analysis", The State Program of Scientific Research "Informatics, space and security", 2016-2018.
Responsible executor of the grant of the Belarusian Republican Foundation for Basic Research – " Activity 1.2 "Develop an experimental model of a neural network monitoring system for the state and behavior of subsystems of space vehicles using telemetry data for the ground command-measuring complex", Union State program Monitoring-SG, 2013-2017.
Responsible executor of the task – "Develop and implement a software package for controlling critical-size equipment based on computer vision systems", State scientific and technical program "Intellectual Information Technologies" 2016- 2018.
Responsible executor of the task – “Methods and Algorithms of Big Data Mining Analysis in Computer Information Processing Systems”, State Program of Scientific Research "Digital and Space Technologies, Security of Man, Society and State" 2021-2025.
PATENTS:
BY 7574 C1 2005.12.30 Polymer composition for the manufacture of vibration-absorbing adhesives and coatings / Bliznets MM, Matvetsov VI, Inyutin AV, Panasevich AA, Bliznets SM, Akur IS , Zhuravsky VN, Nechitailo AP, Novikov VF, Cardeneok GK // Francisk Skorina Gomel State University, Application No. а 20000019, registered on the date of August 8, 2005.
INTERNATIONAL ACTIVITIES: member of local organizing committees of the IAPR Int. Conf. on Pattern recognition and Information Processing (PRIP’2005, PRIP’2011), Int. Conf. of Neural Networks and Artificial Intelligence (ICNNAI’03, ICNNAI’08, ICNNAI’12).
Two-stage algorithm of segmentation and improvement of color images of infected crop field / A.A. Doudkin, A.V. Inyutin, A.I. Petrovsky, M.E. Vatkin, B. Sobkowiak // Wybrane zagadnenia ekologiczne we wspolczesnym rolnictwie, pod redakcja Tadeusza Pawlowskiego, Poland, Poznan: PIMR, 2005, P. 118 – 122.
Isolating of informative features of potato diseases on the basis of color characteristics of leaves / A.A. Doudkin, V.V. Ganchenko, A.V. Inyutin, B. Sobkowiak, A.I. Petrovsky, M.E. Vatkin // Journal of research and applications in agricultural engineering. – Poznan, 2007. – V. 52 (4). – P. 72–73.