Samarin A., Savelev A., Toropov A., Dzestelova A., Motyko A., Dozortseva A., Kotenko E., Mikhailova E., Malykh V. Efficient Detection of Small-Scale Microorganisms in Microscopic Photography. Communications in Computer and Information Science. 2026. Vol. 2364. pp. 125-137.. doi: 10.1007/978-3-031-97019-1_10
Samarin A., Toropov A., Savelev A. Specialized Descriptors Adaptation for Microscopic Image Classification. International Conference on Industrial Engineering, Applications and Manufacturing, ICIEAM 2025. 2025. pp. 713-718.. doi: 10.1109/ICIEAM65163.2025.11028170
Toropov A., Samarin A., Savelev A., Nazarenko A., Котенко Е., Мотыко А., Mikhailova E., Malykh V. Enhanced Non-Local Blocks for Bacilli Segmentation over Microscopic Images. Studies in Computational Intelligence. 2025. Vol. 1241. pp. 34–46.. doi: https://doi.org/10.1007/978-3-032-07690-8_4
Toropov A., Samarin A., Mamaeva A. AI-Powered Proctoring System with Audio and Video Stream Analysis. 2025 International Russian Automation Conference (RusAutoCon). 2025. pp. 833-839.. doi: 10.1109/RusAutoCon65989.2025.11177261
Samarin A., Toropov A., Savelev A., Nazarenko A., Motyko A., Mikhailova E., Kotenko E., Dzestelova A., Malykh V. Modernized Nonlocal Blocks for Infrared Camera Image Segmentation of the Human Eye. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2025. Vol. 35. No. 2. pp. 169-178.. doi: 10.1134/S1054661825700099
Samarin A., Savelev A., Toropov A., Dzestelova A., Motyko A., Kotenko E., Mikhailova E., Malykh V. Modified Attention Block for Detecting Cars at a Great Distance. Studies in Computational Intelligence. 2025. Vol. 1179. pp. 133-146.. doi: 10.1007/978-3-031-80463-2_13
Samarin A., Toropov A., Savelev A., Kotenko E., Nazarenko A., Motyko A., Dzestelova A., Mikhailova E., Dozortseva A., Malykh V. Custom Descriptors Applications for Endoscopy Images Classification. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2025. Vol. 15616. pp. 321-332.. doi: 10.1007/978-3-031-87663-9_27
Samarin A., Toropov A., Kotenko E., Nazarenko A., Mikhailova E., Malykh V., Savelev A., Motyko A. Lightweight Image Pre-processing Model for Improving Segmentation of Infrared Human Eye Images. Proceedings of the 37th Conference of Open Innovations Association FRUCT. 2025. pp. 271-277.. doi: 10.23919/FRUCT65909.2025.11008296
Samarin A., Toropov A., Kotenko E., Nazarenko A., Mikhailova E., Malykh V., Savelev A., Motyko A. Specialized Image Descriptors Adaptation for Generated Images Recognition. Proceedings of the 37th Conference of Open Innovations Association FRUCT. 2025. pp. 278-284.. doi: 10.23919/FRUCT65909.2025.11008221
Samarin A., Toropov A., Egorova O. Self-Attention Based Approach to Iris Segmentation. 2025 International Russian Smart Industry Conference (SmartIndustryCon). 2025. pp. 200-205.. doi: 10.1109/smartindustrycon65166.2025.10986075
Samarin A., Toropov A., Savelev A., Nazarenko A., Motyko A., Kotenko E., Dozorceva A., Dzestelova A., Mikhailova E., Malykh V. Automated Feature Engineering-Based Approach for Micrococci Microscopic Image Classification and Taxonomic Characteristics Determination. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2025. Vol. 35. No. 2. pp. 148–158.. doi: 10.1134/S1054661825700075
Samarin A., Toropov A., Savelev A., Motyko A., Kotenko E., Dzestelova A., Mikhailova E., Malykh V. ADSAR: Advanced Dual-Stream Attention and Reweighting for Small Object Detection. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2025. Vol. 35. No. 2. pp. 211–218.. doi: 10.1134/S1054661825700129
Samarin A., Toropov A., Mamaeva A., Savelev A., Kotenko E., Nazarenko A., Dozortseva A., Motyko A., Mikhailova E., Narova G., Malykh V., Babina S. Automated Wildlife Detection in Protected Areas with Camera Traps and Deep Learning. Ural-Siberian Conference on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2025. 2025. pp. 263-267.. doi: 10.1109/USBEREIT65494.2025.11054101
Samarin A., Savelev A., Toropov A., Dozortseva A., Kotenko E., Nazarenko A., Motyko A., Narova G., Mikhailova E., Malykh V. Non-Contrast Brain CT Images Segmentation Enhancement: Lightweight Pre-Processing Model for Ultra-Early Ischemic Lesion Recognition and Segmentation. Journal of Imaging. 2025. Vol. 11. No. 10. pp. 359.. doi: 10.3390/jimaging11100359
Samarin A., Savelev A., Toropov A., Dozortseva A., Kotenko E., Nazarenko A., Motyko A., Narova G., Mikhailova E., Malykh V. Automation of Multi-Class Microscopy Image Classification Based on the Microorganisms Taxonomic Features Extraction. Journal of Imaging. 2025. Vol. 11. No. 6. pp. 201.. doi: 10.3390/jimaging11060201
Samarin A., Toropov A., Savelev A. Dual-Stream Attention for Small Object Detection. 2025 International Russian Smart Industry Conference (SmartIndustryCon). 2025. pp. 212-217.. doi: 10.1109/SmartIndustryCon65166.2025.10986170
Toropov A., Samarin A., Savelev A., Nazarenko A., Котенко Е., Дозорцева А., Мотыко А., Mikhailova E., Egorova O., Malykh V. Specialized Image Descriptors Adaptation for Diplococci Recognition in Microscopic Images. Lecture Notes in Electrical Engineering. 2025. Vol. 1449. pp. 25–36.
Самарин А.В., Савельев А.Г., Мотыко А.А., Обухова Н.А., Савельева О., Сигаева Ю.С. АВТОМАТИЧЕСКАЯ СЕГМЕНТАЦИЯ МЕТАПЛАЗИИ В ЭНДОСКОПИЧЕСКОЙ СИСТЕМЕ ПОДДЕРЖКИ ПРИНЯТИЯ РЕШЕНИЙ. Цифровая обработка сигналов и ее применение. DSPA - 2025: доклады на 27-й Международной конференции. 2025. Т. XXVII. С. 129-134.
Samarin A., Toropov A., Savelev A., Dozortseva A., Motyko A., Kotenko E., Nazarenko A., Dzestelova A., Mikhailova E., Malykh V. Filter-Based Preprocessing Neural Network Model for Microorganism Detection Improvement. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2025. Vol. 15616. pp. 308–320.. doi: 10.1007/978-3-031-87663-9_26
Samarin A., Toropov A., Savelev A., Дозорцева А., Мотыко А., Котенко Е., Nazarenko A., Dzestelova A., Mikhailova E., Malykh V. Lightweight Image Preprocessing Model for Improving Microorganism Detection in Microscopic Scenes. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2024. Vol. 34. No. 4. pp. 1044–1052.. doi: 10.1134/S1054661824701086
Samarin A., Nazarenko A., Toropov A., Kotenko E., Dzestelova A., Mikhailova E., Malykh V., Savelev A., Motyko A. Universal Filter-Based Lightweight Image Enhancement Model with Unpaired Learning Mode. Proceedings of the 36th Conference of Open Innovations Association FRUCT. 2024. pp. 711-720.. doi: 10.23919/FRUCT64283.2024.10749962
Samarin A., Toropov A., Dzestelova A., Nazarenko A., Kotenko E., Mikhailova E., Savelev A., Motyko A. Specialized Non-local Blocks for Recognizing Tumors on Computed Tomography Snapshots of Human Lungs. Proceedings of the 35th Conference of Open Innovations Association FRUCT. 2024. pp. 659-664.. doi: 10.23919/FRUCT61870.2024.10516343
Samarin A., Savelev A., Toropov A., Nazarenko A., Golovatiuk A., Dmitriev P., Dzestelova A., Mikhailova E., Motyko A., Malykh V. Segmentation of the Iris and Pupil of the Human Eye in Images from an Infrared Camera. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2024. Vol. 34. No. 3. pp. 855-862.. doi: 10.1134/S1054661824700743
Samarin A., Nazarenko A., Savelev A., Toropov A., Dzestelova A., Mikhailova E., Motyko A., Malykh V. A Model Based on Universal Filters for Image Color Correction. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2024. Vol. 34. No. 3. pp. 844-854.. doi: 10.1134/S1054661824700731
Samarin A., Savelev A., Toropov A., Nazarenko A., Motyko A., Kotenko E., Dozorceva A., Dzestelova A., Mikhailova E., Malykh V. Streptococci Recognition in Microscope Images Using Taxonomy-based Visual Features. Optical Memory and Neural Networks (Information Optics). 2024. Vol. 33. No. Suppl.3. pp. S424–S434.. doi: 10.3103/S1060992X24700693
Samarin A., Savelev A., Dozortseva A. Automation of Diplococci Recognition in Microscope Images. 2024 International Russian Automation Conference (RusAutoCon). 2024. pp. 558-564.. doi: 10.1109/RusAutoCon61949.2024.10694163
Samarin A., Toropov A., Savelev A., Котенко Е., Nazarenko A., Мотыко А., Dzestelova A., Mikhailova E., Дозорцева А., Malykh V. Specialized Image Descriptors Adaptation for Polyp Recognition over Endoscopic Images. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2024. Vol. 34. No. 4. pp. 1053–1060.. doi: 10.1134/S1054661824701098
Samarin A., Toropov A., Dzestelova A., Nazarenko A., Kotenko E., Mikhailova E., Malykh V., Savelev A., Motyko A., Dozortseva A. AutoML Applications for Bacilli Recognition by Taxonomic Characteristics Determination over Microscopic Images. Proceedings of the 36th Conference of Open Innovations Association FRUCT. 2024. pp. 903-911.
Samarin A., Mamaeva A., Toropov A., Dzestelova A., Kotenko E., Nazarenko A., Mikhailova E., Malykh V., Savelev A., Motyko A. Wind Turbines Surface Damage Automatic Detection Using YOLOv8 with Specialized Backbone Modification. Proceedings of the 36th Conference of Open Innovations Association FRUCT. 2024. pp. 702-710.. doi: 10.23919/FRUCT64283.2024.10749893
Samarin A., Savelev A., Toropov A. Symmetry-Localized Non-Local Blocks for Polyp Recognition and Segmentation on Endoscopic Images. 2024 International Russian Automation Conference (RusAutoCon). 2024. pp. 331-337.. doi: 10.1109/RusAutoCon61949.2024.10694216
Samarin A., Savelev A., Toropov A., Dzestelova A., Malykh V., Mikhailova E., Motyko A. Prior Segmentation and Attention Based Approach to Neoplasms Recognition by Single-Channel Monochrome Computer Tomography Snapshots. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2023. Vol. 13644. pp. 561-570.. doi: 10.1007/978-3-031-37742-6_44
Samarin A., Savelev A., Toropov A., Dzestelova A., Malykh V., Mikhailova E., Motyko A. One-Stage Classifiers Based on U-Net and Autoencoder with Attention for Recognition of Neoplasms from Single-Channel Monochrome Computed Tomography Images. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2023. Vol. 33. No. 2. pp. 132-138.. doi: 10.1134/S1054661823020128
Samarin A., Savelev A., Toropov A., Dzestelova A., Malykh V., Mikhailova E., Motyko A. The Complete Study of the Movement Strategies of Trained Agents for Visual Descriptors of Advertising Signs. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2023. Vol. 13644. pp. 571-585.. doi: 10.1007/978-3-031-37742-6_45
Samarin A., Toropov A., Savelev A., Dzestelova A., Malykh V., Mikhailova E., Motyko A. Predictors Based on Convolutional Neural Networks for the Movement Strategy of Trainable Agents for Building Customized Image Descriptors. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2023. Vol. 33. No. 2. pp. 139-146.. doi: 10.1134/S105466182302013X
Samarin A., Savelev A., Toropov A., Dzestelova A., Malykh V., Mikhailova E., Motyko A. Trainable agents movement strategies for advertising sign visual descriptors. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2022. Т. 32. № 3. С. 651-657.. doi: 10.1134/S1054661822030373
Samarin A., Savelev A., Toropov A., Dzestelova A., Malykh V., Mikhailova E., Motyko A. One-staged attention-based neoplasms recognition method for single-channel monochrome Computer Tomography snapshots. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2022. Vol. 32. No. 3. pp. 645-650.. doi: 10.1134/S1054661822030361
Samarin A., Malykh V. Ensemble-Based Commercial Buildings Facades Photographs Classifier. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2021. Vol. 12602. pp. 257-265.. doi: 10.1007/978-3-030-72610-2_19
Tatanov O., Samarin A. LFIEM: Lightweight Filter-based Image Enhancement Model. 25th International Conference on Pattern Recognition, ICPR 2020. 2021. pp. 873-878.. doi: 10.1109/ICPR48806.2021.9413138
Самарин А.В., Малых В.А., Калайдин П.С. Метод верификации изображений удостоверений личности по ограниченному фрагменту изображения. Труды Института системного анализа Российской Академии Наук. 2020. Т. 70. № 1. С. 15-23.. doi: 10.14357/20790279200102
Samarin A.V., Malykh V.A., Muravyov S.B. Specialized image descriptors for signboard photographs classification. Communications in Computer and Information Science. 2020. Vol. 1243. pp. 122-129.. doi: 10.1007/978-3-030-57672-1_10
Samarin A., Malykh V. Worm-like image descriptor for signboard classification. CEUR Workshop Proceedings. 2020. Vol. 2691. pp. 30-33.
Samarin A.V., Savelev A.G., Malykh V.A. Two-Staged Self-Attention Based Neural Model For Lung Cancer Recognition. Science and Artificial Intelligence Conference, S.A.I.ence 2020. 2020. pp. 50-53.. doi: 10.1109/S.A.I.ence50533.2020.9303206
Malykh V., Samarin A. Combined Advertising Sign Classifier. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2019. Vol. 11832. pp. 179-185.. doi: 10.1007/978-3-030-37334-4_16
Российская Федерация, Москва
Российская Федерация, Москва
Российская Федерация, Москва
Российская Федерация, Москва
Российская Федерация, Москва
Российская Федерация, Санкт-Петербург
Российская Федерация, Санкт-Петербург