SODAOpt: Socio-Demographic and Textual Adaptive Fusion for Optimizing Developer Task Assignment
Summary
conference-paper
About
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
|Computer Vision Team Lead
Russian Federation
→
Samara National Research University
|Associate Professor
Russian Federation
→
Image Processing Systems Institute
|Researcher
Russian Federation
→
Education
Samara State Aerospace University
Russian Federation
→
Publications
GHOST—A New Face Swap Approach for Image and Video Domains
Published by
IEEE Access
Summary
journal-article
Detection of Fake Remote-Sensing Data
Published by
Optical Memory and Neural Networks (Information Optics)
Summary
journal-article
Detection of artificial fragments embedded in remote sensing images by adversarial neural networks
Published by
Computer Optics
Summary
journal-article
Classification of plumage images for identifying bird species
Published by
Computer Optics
Summary
journal-article
Increasing the Size of the Camouflage Area for Remote Sensing Images
Published by
Proceedings - 2021 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2021
Summary
conference-paper
Investigation of the Influence of the Retouched Region Size on the RS-Images Quality
Published by
Proceedings of ITNT 2021 - 7th IEEE International Conference on Information Technology and Nanotechnology
Summary
conference-paper
Two-Stage Classification Model for Feather Images Identification
Published by
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Summary
book
Two-Stage Classification Model for Feather Images Identification
Summary
book-chapter
A New DELF-based Car Recognition Algorithm for Automatic Gate Access CCTV Systems
Published by
Proceedings - 2021 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2021
Summary
conference-paper
A new deep fake method based on background removal
Published by
Proceedings of ITNT 2021 - 7th IEEE International Conference on Information Technology and Nanotechnology
Summary
conference-paper
An algorithm for intrusion detection into the control system of an unmanned vehicle
Published by
Proceedings of ITNT 2021 - 7th IEEE International Conference on Information Technology and Nanotechnology
Summary
conference-paper
Feathers dataset for fine-grained visual categorization
Published by
arXiv
Summary
other
A New Sport Teams Logo Dataset for Detection Tasks
Published by
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Summary
book
Digital video forgery detection based on statistical features calculation
Published by
Proceedings of SPIE - The International Society for Optical Engineering
Summary
conference-paper
Face Recognition Using DELF Feature Descriptors on RGB-D Data
Summary
book-chapter
Face recognition using DELF feature descriptors on RGB-D data
Published by
Communications in Computer and Information Science
Summary
book
Feathers dataset for fine-grained visual categorization
Published by
Proceedings of SPIE - The International Society for Optical Engineering
Summary
conference-paper
On deep learning approach in remote sensing data forgery detection
Published by
Proceedings of ITNT 2020 - 6th IEEE International Conference on Information Technology and Nanotechnology
Summary
conference-paper
Remote Sensing Image Inpainting with Generative Adversarial Networks
Published by
8th International Symposium on Digital Forensics and Security, ISDFS 2020
Summary
conference-paper
Remote sensing data retouching based on image inpainting algorithms in the forgery generation problem
Published by
Computer Optics
Summary
journal-article
Splicing detection based on improved FISH descriptors
Published by
CEUR Workshop Proceedings
Summary
conference-paper
Use of Generative Adversarial Networks to Altering Remote Sensing Data
Published by
Optical Memory and Neural Networks (Information Optics)
Summary
journal-article
A New Approach to JPEG Tampering Detection Using Convolutional Neural Networks
Published by
SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings
Summary
conference-paper
Digital image forgery detection using deep learning approach
Published by
Journal of Physics: Conference Series
Summary
conference-paper
Person reidentification on video surveillance data
Published by
Proceedings of SPIE - The International Society for Optical Engineering
Summary
conference-paper
Sport teams logo detection based on deep local features
Published by
SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings
Summary
conference-paper
Satellite Image Forgery Detection Based on Buildings Shadows Analysis
Summary
book-chapter
Copy-Move Detection Based on Different Forms of Local Binary Patterns
Summary
book-chapter
Copy-move detection based on different forms of local binary patterns
Published by
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Summary
book
New scheme for fast copy-move detection
Published by
Journal of Physics: Conference Series
Summary
conference-paper
The technology of agricultural fields remote sensing image segmentation using morphological profiles
Published by
Journal of Physics: Conference Series
Summary
conference-paper
Satellite image forgery detection based on buildings shadows analysis
Published by
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Summary
book
CFA artifacts analysis for image splicing detection
Published by
CEUR Workshop Proceedings
Summary
conference-paper
Camera Sensor Traces Analysis in Image Forgery Detection Problem
Summary
book-chapter
Camera sensor traces analysis in image forgery detection problem
Published by
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Summary
book
A new copy-move forgery detection algorithm using image preprocessing procedure
Published by
Procedia Engineering
Summary
conference-paper
A copy-move detection algorithm based on geometric local binary pattern
Published by
Communications in Computer and Information Science
Summary
book
Image splicing localization based on cfa-artifacts analysis
Published by
Computer Optics
Summary
journal-article
Local patterns in the copy-move detection problem solution
Published by
Computer Optics
Summary
journal-article
Multichannel image segmentation algorithm for agricultural crop detection
Published by
CEUR Workshop Proceedings
Summary
conference-paper
Using efficient linear local features in the copy-move forgery detection task
Published by
Communications in Computer and Information Science
Summary
book
A COPY-MOVE DETECTION ALGORITHM BASED ON BINARY GRADIENT CONTOURS
Published by
Computer Optics
Summary
journal-article
A copy-move detection algorithm based on binary gradient contours
Published by
Computer Optics
Summary
journal-article
A Copy-Move Detection Algorithm Using Binary Gradient Contours
Published by
Image Analysis and Recognition (Iciar 2016)
Summary
book-chapter
A copy-move detection algorithm using binary gradient contours
Published by
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Summary
book
Copy-move detection algorithm based on local derivative patterns
Published by
CEUR Workshop Proceedings
Summary
conference-paper
Copy-move detection algorithm efficiency increase using binary space partitioning trees
Published by
CEUR Workshop Proceedings
Summary
conference-paper
HYPERSPECTRAL REMOTE SENSING DATA COMPRESSION AND PROTECTION
Published by
Computer Optics
Summary
journal-article
Hyperspectral remote sensing data compression and protection
Published by
Computer Optics
Summary
journal-article
New algorithms for verifying the consistency between satellite images and survey conditions
Published by
Pattern Recognition and Image Analysis
Summary
journal-article
Remote Sensing Data Copy-Move Forgery Protection Algorithm
Published by
Computer Vision and Graphics, Iccvg 2016
Summary
book-chapter
Remote sensing data copy-move forgery protection algorithm
Published by
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Summary
book
Algorithms for detection of plain copy-move regions in digital images
Published by
Pattern Recognition and Image Analysis
Summary
journal-article
An Evaluation of Popular Hyperspectral Images Classification Approaches
Published by
Eighth International Conference on Machine Vision (Icmv 2015)
Summary
book-chapter
An evaluation of popular hyperspectral images classification approaches
Published by
Proceedings of SPIE - The International Society for Optical Engineering
Summary
conference-paper
How to use geoinformation technologies and space monitoring for controlling the agricultural sector in Samara region
Published by
Pattern Recognition and Image Analysis
Summary
journal-article
New algorithms for satellite data verification with and without the use of the imaged area vector data
Published by
23rd International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2015 - Short Papers Proceedings
Summary
conference-paper
Remote Sensing Data Verification Using Model-Oriented Descriptors
Published by
Analysis of Images, Social Networks and Texts, Aist 2015
Summary
book-chapter
Remote sensing data verification using model-oriented descriptors
Published by
Communications in Computer and Information Science
Summary
book
Satellite image analysis to evaluate the urban growth and land use changes in the city of Samara from 1975 to 2015
Published by
Computer Optics
Summary
journal-article
Sequential computational procedure for remote sensing data forgery detection
Published by
Pattern Recognition and Image Analysis
Summary
journal-article
A Fast Plain Copy-Move Detection Algorithm Based on Structural Pattern and 2D Rabin-Karp Rolling Hash
Published by
Image Analysis and Recognition, Iciar 2014, Pt I
Summary
book-chapter
A fast plain copy-move detection algorithm based on structural pattern and 2D rabin-karp rolling hash
Published by
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Summary
book
A comparison of algorithms for supervised classification using hyperspectral data
Published by
Computer Optics
Summary
journal-article
Algorithms for verification of space images by shooting options
Published by
Computer Optics
Summary
journal-article
Copy-move image forensics detection
Published by
Computer Optics
Summary
journal-article
Efficient linear local features based copy-move detection algorithm
Published by
Computer Optics
Summary
journal-article
The algorithm for copy-move detection on digital images
Published by
Computer Optics
Summary
journal-article
Analysis of images for local artificial changes with JPEG compression properties
Published by
Pattern Recognition and Image Analysis
Summary
journal-article
Analysis of images for local artificial changes with JPEG compression properties
Published by
Pattern Recognition and Image Analysis
Summary
journal-article
Copy-move image forensics detection
Published by
Computer Optics
Summary
journal-article
Detection of local artificial changes in images
Published by
Optoelectronics, Instrumentation and Data Processing
Summary
journal-article
Local artificial image's changes detection
Published by
Proceedings of the IASTED International Conference on Automation, Control, and Information Technology - Information and Communication Technology, ACIT-ICT 2010
Summary
conference-paper