Program
IMTA will be held as a full-day event on August 21, 2026.
The full program in PDF can be downloaded here.
ZOOM link https://zoom.us/j/98196913953?pwd=j6KhhjI1mbn7i9JIN1cz0BFSlOli7E.1
10th International Workshop on Image Mining.
Theory and Applications (IMTA-X-2026)
August 21, 2026 - Friday, UTC +2
| Time (CET) | ID | Presentation Details |
|---|---|---|
| 8:00 - 8:30 | Registration / Workshop Opening | |
| 8:30 - 9:00 | Keynote | Prof. Carsten Steger: "Learning Normal Representations: Anomaly Detection for Industrial Visual Inspection" (Technical University of Munich, Munich, Germany) (in person) |
| 9:00 - 9:30 | Keynote | Prof. Michael Beetz: "Watching to Act: Mining Knowledge and Competence for Everyday Manipulation from Instructional Videos" (University of Bremen, Bremen, Germany) (online) |
| 9:30 - 9:40 | ID41 | Viacheslav Antsiperov: "Information Approach to Image Coding in the Neurobiological Retina" (Kotelnikov Institute of Radioengineering and Electronics, Moscow, Russian Federation) (in person) |
| 9:40 - 9:50 | ID39 | Levon Aslanyan, Hasmik Sahakyan: "Generating Support Set Classifiers" (Institute for Informatics and Automation Problems, Yerevan, Armenia) (in person) |
| 9:50 - 10:00 | ID38 | Hasmik Sahakyan, Vahe Sargsyan, Levon Aslanyan: "Monotone Boolean Functions of Sum-Free Sets" (Institute for Informatics and Automation Problems, Yerevan, Armenia) (in person) |
| 10:00 - 10:30 | Coffee Break & Short Presentations (5-minute videos)
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| 10:30 - 10:40 | ID2 | Denis Mikhailapov, Vladimir Berikov: "Semi-Supervised Multi-Output Segmentation of Type-B Aortic Dissection" (Sobolev Institute of Mathematics, Novosibirsk, Russian Federation) (online, UTC+7) |
| 10:40 - 10:50 | ID10 | Shiping Ye et al.: "Semantic Segmentation of Green Vegetation Areas in Remote Sensing Images: a Multimodal 7-Channel U-Net Approach" (Zhejiang Shuren University, China / Belarusian State University, Belarus) (in person) |
| 10:50 - 11:00 | ID17 | Artyom Firstkov, Majid Forghani, Michael Khachay: "A Comparative Study of Models for mRNA Subcellular Localization Prediction Using a Combined Dataset Benchmark" (N.N. Krasovskii Institute of Mathematics and Mechanics, Yekaterinburg, Russian Federation) (online, UTC+5) |
| 11:00 - 11:10 | ID24 | Ch Muhammad Awais, Marco Reggiannini, Davide Moroni: "Enhancing Foundation Models for Imbalanced SAR Ship Classification via Targeted Oversampling" (Institute of Science and Technology, National Research Council, Pisa, Italy) (in person) |
| 11:10 - 11:20 | ID4 | Ch Muhammad Awais et al.: "Cross-Dataset Transfer and Unknown-Class Detection in Imbalanced SAR Ship Classification" (Institute of Science and Technology, National Research Council, Pisa, Italy) (in person) |
| 11:20 - 11:30 | ID44 | Sergey Eremeev, Denis Pankratov: "Merging Neural Network Models Based on Their Geometric Representation" (Murom Institute of Vladimir State University, Murom, Russian Federation) (online, UTC+3) |
| 11:40 - 11:50 | ID32 | Nadejda Bocheva, Bilyana Genove: "Strategy Use and Latent Cognitive Regimes in Perceptual and Relational Classification" (Institute of Neurobiology, Bulgarian Academy of Sciences, Bulgaria) (in person) |
| 11:50 - 12:00 | ID48 | Igor Gurevich, Vera Yashina: "Automating the Construction of Formalized Representations of Initial Information in Descriptive Image Analysis" (Federal Research Center “Computer Science and Control”, Moscow, Russian Federation) (online, UTC+3) |
| 12:00 - 12:10 | ID45 | Igor Gurevich, Vera Yashina, Adil Tleubaev: "Automation of the Analysis of Morphometric Characteristics of the Human Eye Fundus Based on Optical Coherence Tomography Angiography Data. Basic Problems and Results" (FRC “Computer Science and Control”, Moscow, Russian Federation / Digital Wave Technology, Florida, USA) (online, UTC+3) |
| 12:10 - 12:20 | ID1 | Noyon Dey et al.: "Contra-Phy: Re-Introducing Boundary Awareness in Infrared Image Classification via Physics-Informed Contrastive Learning" (School of Computing, University of Georgia, Athens, USA) (in person) |
| 12:20 - 12:30 | ID6 | Anfisa Chuganskaya et al.: "Method of Recognizing Attitude Components in Online Discussions Based on Neural Network Models" (Federal Research Center “Computer Science and Control”, Moscow, Russian Federation) (in person) |
| 12:30 - 13:30 | Lunch Break | |
| 13:30 - 13:40 | ID28 | Wenxuan Feng, Yufeng Zhou, Wenming Cao: "An Adaptive Graph and Hybrid Attention Framework for Unaligned Medical Image Fusion" (Shenzhen University, Shenzhen, China) (in person) |
| 13:40 - 13:50 | ID29 | Botao Zhou et al.: "Fuzzy-Logic Guided Kinematic Prior Model for 3D Human Motion Prediction" (Shenzhen University, Shenzhen, China) (in person) |
| 13:50 - 14:00 | ID42 | Artem Ionov et al.: "Automatic System to Determine Indications for 2RT Treatment" (Samara National Research University / Image Processing Systems Institute, Russian Federation) (online, UTC+4) |
| 14:00 - 14:10 | ID34 | Maksim Lyakin et al.: "Automated System for Osteoporotic Changes Detection in Vertebral Bodies Based on CT Image Analysis" (Samara National Research University, Russian Federation) (online, UTC+4) |
| 14:10 - 14:20 | ID14 | Benjy Friedmann, Michael Werman: "CanonNet: Spectral Canonicalization and Curvature-Driven Learning for Compact Local-Geometry Point-Cloud Operators" (Hebrew University of Jerusalem, Jerusalem, Israel) (in person) |
| 14:20 - 14:30 | ID21 | Andrei Kopylov, Oleg Seredin, Evgenii Semenishchev: "Automatic Layer Line Marking on HRTEM Images of Catalysts Based on Tracing Consistent Responses of Gabor Filters" (Tula State University, Tula, Russian Federation) (online, UTC+3) |
| 14:30 - 14:40 | ID22 | Nikita Mityugov et al.: "Petiole Removal from Plant Leaf Binary Raster Images" (Tula State University, Tula, Russian Federation) (online, UTC+3) |
| 14:40 - 14:50 | ID36 | Valentina Sulimova et al.: "Binary Linear Support Vector Machines for High Dimensional Spaces with Disjoint Subspace Combining" (Tula State University, Tula, Russian Federation) (online, UTC+3) |
| 14:50 - 15:00 | ID19 | Yuxuan Wang, Chenyang Jiang, Dongxun Jiang: "An Adaptive Framework for Evaluating Radiology Reports with Limited Annotated Data Spectral-Adaptive Pyramid Network for Deformable T1-MRI Image Registration" (Tongji University, Shanghai, China) (online) |
| 15:00 - 15:30 | Coffee Break & Short Presentations (5-minute videos)
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| 15:30 - 16:00 | Keynote | Dr. Denisse Sciamarella: "Pattern Recognition from Fluids in Motion: Applications to the Geosciences" (IFAECI, CNRS, France) (online, UTC-3) |
| 16:00 - 16:30 | Keynote | Prof. Ching Y. Suen: "Artificial Intelligent meets Pattern Recognition in 2026" (Concordia University, Montreal, Canada) (online, UTC-4) |
| 16:30 - 16:40 | ID5 | Dina Omidvar Tehrani, Ching Y. Suen: "Detection of Counterfeit Coins Using Vision Transformer and Multimodal GPT-4" (CENPARMI, Concordia University, Montreal, Canada) (online, UTC-4) |
| 16:40 - 16:50 | ID8 | Danila Germanese et al.: "A Biologically-inspired Computer Vision Pipeline for Neonatal Oral Motor Assessment" (Institute of Information Science and Technologies, Pisa, Italy) (in person) |
| 16:50 - 17:00 | ID9 | Anatoly Nemirko et al.: "Analysis of Nonlinear Characteristics of Heart Rate for Predicting Sudden Cardiac Death" (St. Petersburg Electrotechnical University "LETI", Russian Federation) (online, UTC+3) |
| 17:00 - 17:10 | ID15 | Sofia Matveeva, Andrey Krylov, Alexander Khvostikov: "Foundation Model Representations for Scalable Content-Based Retrieval in Whole-Slide Histopathology" (Lomonosov Moscow State University, Moscow, Russian Federation) (online, UTC+3) |
| 17:10 - 17:20 | ID18 | Vera Novikova et al.: "An Adaptive Framework for Evaluating Radiology Reports with Limited Annotated Data" (Lomonosov Moscow State University, Moscow, Russian Federation) (online, UTC+3) |
| 17:20 - 17:30 | ID13 | Vladimir Novik, Ivan Matveev: "A Method for Comparing CT Images of the Head and its Application to Identify Examinations Belonging to the Same Person" (Research and Practical Clinical Center for Diagnostics / FRC "Computer Science and Control", Russian Federation) (online, UTC+3) |
| 17:30 - 17:40 | ID12 | Vasiliy Sokolov, Lev Teplyakov, Ivan Matveev: "MAREA: Active Learning for Object Detection Using Nested Local Embeddings" (Federal Research Center “Computer Science and Control”, Moscow, Russian Federation) (online, UTC+3) |
| 17:40 - 17:50 | ID20 | Jesse Dimino et al.: "Classification of Firn Data Via Topological Features" (CUNY College of Staten Island / Univ. of North Carolina / Univ. of Nevada, USA) (online, UTC-4) |
| 17:50 - 18:00 | ID11 | Ying Zhao et al.: "Inductive Robust Projective Non-negative Matrix Factorization with Adaptive Graph Embedding" (Shanghai Maritime University / Shanghai University of Electric Power, China) (in person) |
| 18:00 - 18:15 | Workshop Closing |