In 2010 — graduated from the Samara State Aerospace University In 2013 — defended PhD thesis on the topic "Method for detecting falsifications of Earth remote sensing data" Head and responsible executor for grants of the Russian Foundation for Basic Research. Worked in the Samsung laboratory on multimodal research tasks based at the POMI RAS, St. Petersburg, implemented 30+ projects on the Upwork platform on the topic of computer vision and machine learning.
Since 2018 — engaged in research in the field of multimodal GenAI
Since 2022 — Executive Director on Data Science at Sber AI. One of the core founders of the Kandinsky family models
Since 2023 — Head of the FusionBrain Laboratory at AIRI
Since 2025 — Head of the Multimodal industrial research laboratory at Innopolis University
Member of the program committees of leading scientific and hi-tech conferences in Russia: AIJ, Practical ML, YaTalks, AiConf, HighLoad++, etc. Regularly give lectures at conferences and podcasts as an invited speaker. More than 170 peer-reviewed publications, including articles at Core A/A* conferences and in Q1 journals, H-index=19
Work
AIRI
|
Head
Russian Federation
→
Sberbank Rossii
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Computer Vision Team Lead
Russian Federation
→
Samara National Research University
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Associate Professor
Russian Federation
→
Image Processing Systems Institute
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Researcher
Russian Federation
→
Education
Samara State Aerospace University
Russian Federation
→
Publications
SODAOpt: Socio-Demographic and Textual Adaptive Fusion for Optimizing Developer Task Assignment
conference-paper
Detection of Fake Remote-Sensing Data
Optical Memory and Neural Networks (Information Optics)
journal-article
Detection of artificial fragments embedded in remote sensing images by adversarial neural networks
Computer Optics
journal-article
GHOST—A New Face Swap Approach for Image and Video Domains
IEEE Access
journal-article
A New DELF-based Car Recognition Algorithm for Automatic Gate Access CCTV Systems
Proceedings - 2021 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2021
conference-paper
A new deep fake method based on background removal
Proceedings of ITNT 2021 - 7th IEEE International Conference on Information Technology and Nanotechnology
conference-paper
An algorithm for intrusion detection into the control system of an unmanned vehicle
Proceedings of ITNT 2021 - 7th IEEE International Conference on Information Technology and Nanotechnology
conference-paper
Classification of plumage images for identifying bird species
Computer Optics
journal-article
Increasing the Size of the Camouflage Area for Remote Sensing Images
Proceedings - 2021 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2021
conference-paper
Investigation of the Influence of the Retouched Region Size on the RS-Images Quality
Proceedings of ITNT 2021 - 7th IEEE International Conference on Information Technology and Nanotechnology
conference-paper
Two-Stage Classification Model for Feather Images Identification
book-chapter
Two-Stage Classification Model for Feather Images Identification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
book
A New Sport Teams Logo Dataset for Detection Tasks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
book
Digital video forgery detection based on statistical features calculation
Proceedings of SPIE - The International Society for Optical Engineering
conference-paper
Face Recognition Using DELF Feature Descriptors on RGB-D Data
book-chapter
Face recognition using DELF feature descriptors on RGB-D data
Communications in Computer and Information Science
book
Feathers dataset for fine-grained visual categorization
Proceedings of SPIE - The International Society for Optical Engineering
conference-paper
Feathers dataset for fine-grained visual categorization
arXiv
other
On deep learning approach in remote sensing data forgery detection
Proceedings of ITNT 2020 - 6th IEEE International Conference on Information Technology and Nanotechnology
conference-paper
Remote Sensing Image Inpainting with Generative Adversarial Networks
8th International Symposium on Digital Forensics and Security, ISDFS 2020
conference-paper
Remote sensing data retouching based on image inpainting algorithms in the forgery generation problem
Computer Optics
journal-article
Splicing detection based on improved FISH descriptors
CEUR Workshop Proceedings
conference-paper
Use of Generative Adversarial Networks to Altering Remote Sensing Data
Optical Memory and Neural Networks (Information Optics)
journal-article
A New Approach to JPEG Tampering Detection Using Convolutional Neural Networks
SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings
conference-paper
Digital image forgery detection using deep learning approach
Journal of Physics: Conference Series
conference-paper
Person reidentification on video surveillance data
Proceedings of SPIE - The International Society for Optical Engineering
conference-paper
Sport teams logo detection based on deep local features
SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings
conference-paper
CFA artifacts analysis for image splicing detection
CEUR Workshop Proceedings
conference-paper
Camera Sensor Traces Analysis in Image Forgery Detection Problem
book-chapter
Camera sensor traces analysis in image forgery detection problem
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
book
Copy-Move Detection Based on Different Forms of Local Binary Patterns
book-chapter
Copy-move detection based on different forms of local binary patterns
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
book
New scheme for fast copy-move detection
Journal of Physics: Conference Series
conference-paper
Satellite image forgery detection based on buildings shadows analysis
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
book
The technology of agricultural fields remote sensing image segmentation using morphological profiles
Journal of Physics: Conference Series
conference-paper
Satellite Image Forgery Detection Based on Buildings Shadows Analysis
book-chapter
A copy-move detection algorithm based on geometric local binary pattern
Communications in Computer and Information Science
book
A new copy-move forgery detection algorithm using image preprocessing procedure
Procedia Engineering
conference-paper
Image splicing localization based on cfa-artifacts analysis
Computer Optics
journal-article
Local patterns in the copy-move detection problem solution
Computer Optics
journal-article
Multichannel image segmentation algorithm for agricultural crop detection
CEUR Workshop Proceedings
conference-paper
Using efficient linear local features in the copy-move forgery detection task
Communications in Computer and Information Science
book
A COPY-MOVE DETECTION ALGORITHM BASED ON BINARY GRADIENT CONTOURS
Computer Optics
journal-article
A copy-move detection algorithm based on binary gradient contours
Computer Optics
journal-article
A Copy-Move Detection Algorithm Using Binary Gradient Contours
Image Analysis and Recognition (Iciar 2016)
book-chapter
A copy-move detection algorithm using binary gradient contours
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
book
Copy-move detection algorithm based on local derivative patterns
CEUR Workshop Proceedings
conference-paper
Copy-move detection algorithm efficiency increase using binary space partitioning trees
CEUR Workshop Proceedings
conference-paper
HYPERSPECTRAL REMOTE SENSING DATA COMPRESSION AND PROTECTION
Computer Optics
journal-article
Hyperspectral remote sensing data compression and protection
Computer Optics
journal-article
New algorithms for verifying the consistency between satellite images and survey conditions
Pattern Recognition and Image Analysis
journal-article
Remote Sensing Data Copy-Move Forgery Protection Algorithm
Computer Vision and Graphics, Iccvg 2016
book-chapter
Remote sensing data copy-move forgery protection algorithm
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
book
Algorithms for detection of plain copy-move regions in digital images
Pattern Recognition and Image Analysis
journal-article
An Evaluation of Popular Hyperspectral Images Classification Approaches
Eighth International Conference on Machine Vision (Icmv 2015)
book-chapter
An evaluation of popular hyperspectral images classification approaches
Proceedings of SPIE - The International Society for Optical Engineering
conference-paper
How to use geoinformation technologies and space monitoring for controlling the agricultural sector in Samara region
Pattern Recognition and Image Analysis
journal-article
New algorithms for satellite data verification with and without the use of the imaged area vector data
23rd International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2015 - Short Papers Proceedings
conference-paper
Remote Sensing Data Verification Using Model-Oriented Descriptors
Analysis of Images, Social Networks and Texts, Aist 2015
book-chapter
Remote sensing data verification using model-oriented descriptors
Communications in Computer and Information Science
book
Satellite image analysis to evaluate the urban growth and land use changes in the city of Samara from 1975 to 2015
Computer Optics
journal-article
Sequential computational procedure for remote sensing data forgery detection
Pattern Recognition and Image Analysis
journal-article
A Fast Plain Copy-Move Detection Algorithm Based on Structural Pattern and 2D Rabin-Karp Rolling Hash
Image Analysis and Recognition, Iciar 2014, Pt I
book-chapter
A fast plain copy-move detection algorithm based on structural pattern and 2D rabin-karp rolling hash
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
book
A comparison of algorithms for supervised classification using hyperspectral data
Computer Optics
journal-article
Algorithms for verification of space images by shooting options
Computer Optics
journal-article
Copy-move image forensics detection
Computer Optics
journal-article
Efficient linear local features based copy-move detection algorithm
Computer Optics
journal-article
The algorithm for copy-move detection on digital images
Computer Optics
journal-article
Analysis of images for local artificial changes with JPEG compression properties
Pattern Recognition and Image Analysis
journal-article
Analysis of images for local artificial changes with JPEG compression properties
Pattern Recognition and Image Analysis
journal-article
Copy-move image forensics detection
Computer Optics
journal-article
Detection of local artificial changes in images
Optoelectronics, Instrumentation and Data Processing
journal-article
Local artificial image's changes detection
Proceedings of the IASTED International Conference on Automation, Control, and Information Technology - Information and Communication Technology, ACIT-ICT 2010