Назаренко Артём Александрович

Статья

Nazarenko A., Samarin A., Котенко Е., Toropov A., Savelev A., Dozortseva A., Mamaeva A., Мотыко А., Mikhailova E., Malykh V. Refined Non-Local Blocks for Precise Segmentation of Diplococci in Microscopy Imagery. ICICT 2026: Proceedings of the 2026 9th International Conference on Information and Computer Technologies. 2026. pp. 155-161.. doi: 10.1145/3803291.3803354

Статья

Samarin A., Toropov A., Nazarenko A., Kotenko E., Mamaeva A., Nazarenko D., Malykh V., Mikhailova E., Savelev A., Motyko A. Optimized Pruning Strategies for Non-Local Architectures in Lung Computed Tomography Tumor Recognition. Proceedings of the 39th Conference of Open Innovations Association FRUCT. 2026. pp. 262-270.. doi: 10.23919/FRUCT70069.2026.11506568

Статья

Samarin A., Toropov A., Nazarenko A., Kotenko E., Mamaeva A., Nazarenko D., Mikhailova E., Malykh V., Savelev A., Motyko A. Efficient Pruning Optimization for Trainable Descriptor-Based Facade Signboard Classification. Proceedings of the 39th Conference of Open Innovations Association FRUCT. 2026. pp. 253-261.. doi: 10.23919/FRUCT70069.2026.11506537

Статья

Samarin A., Nazarenko A., Kotenko E., Savelev A., Toropov A., Motyko A., Malykh V. IDAP++: Advancing Divergence-Aware Pruning with Joint Filter and Layer Optimization. Proceedings of the ACM on Management of Data. 2026. pp. 1-28.. doi: 10.1145/3786659

Статья

Samarin A., Toropov A., Nazarenko A., Kotenko E., Mamaeva A., Nazarenko D., Mikhailova E., Malykh V., Savelev A., Motyko A. Adaptive Pruning for Universal-Filter Image Color Correction. Proceedings of the 39th Conference of Open Innovations Association FRUCT. 2026. pp. 244-252.. doi: 10.23919/FRUCT70069.2026.11506556

Статья

Samarin A., Savelev A., Toropov A., Nazarenko A., Kotenko E., Motyko A., Mikhailova E., Malykh V. Enhanced Non-Local Blocks for Bacilli Segmentation over Microscopic Images. Studies in Computational Intelligence. 2026. Vol. 1241. pp. 34-46.. doi: 10.1007/978-3-032-07690-8_4

Статья

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

Статья

Samarin A., Nazarenko A., Kotenko E., Mamaeva A., Savelev A., Mikhailova E., Malykh V., Motyko A. Comparative Analysis of Attention Architectures for Multimodal AI-Proctoring. 2025 2nd International Conference on Artificial Intelligence and Teacher Education (ICAITE). 2025. pp. 55-62.. doi: 10.1109/ICAITE68636.2025.11442327

Статья

Toropov A., Samarin A., Nazarenko A., Котенко Е., Malykh V., Savelev A. IDAP++: Advancing Divergence-Based Pruning via Filter-Level and Layer-Level Optimization. arXiv.org [база препринтов]. 2025.. doi: https://doi.org/10.48550/arXiv.2511.20141

Статья

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

Статья

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

Статья

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

Статья

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

Статья

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

Статья

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

Статья

Samarin A., Savelev A., Toropov A., Nazarenko A., Kotenko E., Dozortseva A., Motyko A., 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.. doi: 10.1007/978-981-96-9967-4_3

Статья

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

Статья

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

Статья

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

Тезисы

Легковесная модель коррекции цветовой гаммы изображений

Статья

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

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

Статья

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

Статья

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

Статья

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

Статья

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

Статья

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

Статья

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