Самарин Алексей Владимирович

Самарин Алексей Владимирович
кандидат физико-математических наук
доцент (квалификационная категория "ординарный доцент"), высшая школа цифровой культуры

Преподаваемые дисциплины в текущем учебном году

  • Информационный поиск
  • Компьютерное зрение

Педагогический стаж

Общий стаж:
9 лет

Публикации

32
Статья
2025 год

Toropov A., Samarin A., Savelev A., Дозорцева А.К., Мотыко А., Котенко Е., 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.

Статья
2025 год

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.

Статья
2025 год

Samarin A., Toropov A., Egorova O. Self-Attention Based Approach to Iris Segmentation. 2025 International Russian Smart Industry Conference (SmartIndustryCon). 2025. pp. 200-205.

Статья
2025 год

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.

Статья
2025 год

Toropov A., Samarin A., Savelev A., Котенко Е., Nazarenko A., Мотыко А., Dzestelova A., Mikhailova E., Дозорцева А.К., Malykh V. Custom Descriptors Applications for Endoscopy Images Classification. Pattern Recognition. ICPR 2024 International Workshops and Challenges. ICPR 2024. Lecture Notes in Computer Science. 2025. Vol. 15616. pp. 321–332.

Статья
2025 год

Samarin A., Toropov A., Savelev A. Dual-Stream Attention for Small Object Detection. 2025 International Russian Smart Industry Conference (SmartIndustryCon). 2025. pp. 212-217.

Статья
2025 год

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.

Статья
2025 год

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. Advancements in Signal, Image and Video Processing: Select Proceedings of SPIN 2025, Volume 1. 2025. pp. in press?.

Статья
2024 год

Toropov A., Samarin 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. PROCEEDINGS OF THE 9TH INTERNATIONAL WORKSHOP “IMAGE MINING: THEORY AND APPLICATIONS” (IMTA-IX-2024) / Session Papers. 2024. Vol. 34. pp. 1053–1060.

Статья
2024 год

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.

Статья
2024 год

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.

Статья
2024 год

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.

Статья
2024 год

Toropov A., Samarin A., Savelev A., Дозорцева А., Мотыко А., Nazarenko A., Dzestelova A., Mikhailova E., Malykh V. Lightweight Image Preprocessing Model for Improving Microorganism Detection in Microscopic Scenes. PROCEEDINGS OF THE 9TH INTERNATIONAL WORKSHOP “IMAGE MINING: THEORY AND APPLICATIONS” (IMTA-IX-2024) / Session Papers. 2024. Vol. 34. pp. 1044–1052.

Статья
2024 год

Samarin A., Savelev A., Dozortseva A. Automation of Diplococci Recognition in Microscope Images. 2024 International Russian Automation Conference (RusAutoCon). 2024. pp. 558-564.

Статья
2024 год

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.

Статья
2024 год

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.

Статья
2024 год

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.

Статья
2024 год

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.

Статья
2024 год

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.

Статья
2023 год

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.

Статья
2023 год

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.

Статья
2023 год

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.

Статья
2023 год

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.

Статья
2022 год

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.

Статья
2022 год

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.

Статья
2021 год

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.

Статья
2021 год

Tatanov O., Samarin A. LFIEM: Lightweight Filter-based Image Enhancement Model. 25th International Conference on Pattern Recognition, ICPR 2020. 2021. pp. 873-878.

Статья
2020 год

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.

Статья
2020 год

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.

Статья
2020 год

Samarin A., Malykh V. Worm-like image descriptor for signboard classification. CEUR Workshop Proceedings. 2020. Vol. 2691. pp. 30-33.

Статья
2020 год

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.

Статья
2019 год

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.

Повышение квалификации

Повышение квалификации
2025 год
Стратегический менеджмент

Российская Федерация, Москва

Повышение квалификации
2025 год
Управление персоналом

Российская Федерация, Москва

Повышение квалификации
2024 год
Технология блокчейн и Биткоин

Российская Федерация, Москва

Профессиональная переподготовка
2024 год
Мастер делового администрирования (Master of Business Administration)

Российская Федерация, Москва

Повышение квалификации
2022 год
"Продвинутые" алгоритмы на уроках информатики

Российская Федерация, Санкт-Петербург