Aleksei Samarin

14 papers B 1Misc 4Journal 4Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Automation of Multi-Class Microscopy Image Classification Based on the Microorganisms Taxonomic Features Extraction. J. Imaging Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Aleksandra Dozortseva, Egor Kotenko, Artem A. Nazarenko, Alexander Motyko, Galiya Narova, Elena Mikhailova, Valentin Malykh
2025	J	`jnl`	IDAP++: Advancing Divergence-Based Pruning via Filter-Level and Layer-Level Optimization. CoRR Aleksei Samarin, Artem A. Nazarenko, Egor Kotenko, Valentin Malykh, Alexander Savelev, Aleksei Toropov
2025	J	`jnl`	Non-Contrast Brain CT Images Segmentation Enhancement: Lightweight Pre-Processing Model for Ultra-Early Ischemic Lesion Recognition and Segmentation. J. Imaging Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Aleksandra Dozortseva, Egor Kotenko, Artem A. Nazarenko, Alexander Motyko, Galiya Narova, Elena Mikhailova, Valentin Malykh
2024	—	`conf`	Custom Descriptors Applications for Endoscopy Images Classification. ICPR (Workshops and Challenges, 3) Aleksei Samarin, Aleksei Toropov, Alexander Savelev, Egor Kotenko, Artem A. Nazarenko, Alexander Motyko, Alina Dzestelova, Elena Mikhailova, Aleksandra Dozortseva, Valentin Malykh
2024	—	`conf`	Efficient Detection of Small-Scale Microorganisms in Microscopic Photography. AIST (Supplement) Aleksei Samarin, Aleksandr Savelev, Aleksei Toropov, Alina Dzestelova, Alexandr Motyko, Aleksandra Dozortseva, Egor Kotenko, Elena Mikhailova, Valentin Malykh
2024	J	`jnl`	Evaluation of classical correlation functions from 2/3D images on CPU and GPU architectures: Introducing CorrelationFunctions.jl. Comput. Phys. Commun. Vasily Postnicov, Aleksei Samarin, Marina V. Karsanina, Mathieu Gravey, Aleksey Khlyupin, Kirill M. Gerke
2024	—	`conf`	Filter-Based Preprocessing Neural Network Model for Microorganism Detection Improvement. ICPR (Workshops and Challenges, 3) Aleksei Samarin, Aleksei Toropov, Alexander Savelev, Aleksandra Dozortseva, Alexander Motyko, Egor Kotenko, Artem A. Nazarenko, Alina Dzestelova, Elena Mikhailova, Valentin Malykh
2024	Misc	`conf`	Specialized Non-local Blocks for Recognizing Tumors on Computed Tomography Snapshots of Human Lungs. FRUCT Aleksei Samarin, Aleksei Toropov, Alina Dzestelova, Artem A. Nazarenko, Egor Kotenko, Elena Mikhailova, Alexander Savelev, Alexander Motyko
2022	—	`conf`	Prior Segmentation and Attention Based Approach to Neoplasms Recognition by Single-Channel Monochrome Computer Tomography Snapshots. ICPR Workshops (2) Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Alina Dzestelova, Valentin Malykh, Elena Mikhailova, Alexandr Motyko
2022	—	`conf`	The Complete Study of the Movement Strategies of Trained Agents for Visual Descriptors of Advertising Signs. ICPR Workshops (2) Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Alina Dzestelova, Valentin Malykh, Elena Mikhailova, Alexandr Motyko
2020	Misc	`conf`	Ensemble-Based Commercial Buildings Facades Photographs Classifier. AIST Aleksei Samarin, Valentin Malykh
2020	B	`conf`	LFIEM: Lightweight Filter-based Image Enhancement Model. ICPR Oktai Tatanov, Aleksei Samarin
2020	Misc	`conf`	Specialized Image Descriptors for Signboard Photographs Classification. DB&IS Aleksei Samarin, Valentin Malykh, Sergey Muravyov
2019	Misc	`conf`	Combined Advertising Sign Classifier. AIST Valentin Malykh, Aleksei Samarin