Назаренко Артём Александрович

Назаренко Артём Александрович
ассистент (квалификационная категория "ассистент"), высшая школа цифровой культуры

Преподаваемые дисциплины в текущем учебном году

  • Информационный поиск
  • Компьютерное зрение

Педагогический стаж

Общий стаж:
5 лет

Публикации

15
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
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

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., 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

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
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

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., 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
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., 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.

Тезисы
2024 год

Легковесная модель коррекции цветовой гаммы изображений

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.

Повышение квалификации

Онлайн курс
2023 год
Нейронные сети и компьютерное зрение

Российская Федерация, Санкт-Петербург