Sergey Nesteruk

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Multispectral Satellite Images

Semantic Segmentation

Transfer Learning

Top Venues

Publications

Igor Markov, Sergey Nesteruk, Andrey Kuznetsov, Denis Dimitrov
RusTitW: Russian Language Text Dataset for Visual Text in-the-Wild Recognition. CoRR (2023)
Sergey Nesteruk, Julia Agafonova, Igor Pavlov, Maxim Gerasimov, Nikolay Latyshev, Denis Dimitrov, Andrey Vladimirovich Kuznetsov, Artur Kadurin, Pavel Plechov
MineralImage5k: A benchmark for zero-shot raw mineral visual recognition and description. Comput. Geosci. 178 (2023)
Semen Mukhamadiev, Sergey Nesteruk, Svetlana Illarionova, Andrey Somov
Enabling Multi-Part Plant Segmentation with Instance-Level Augmentation Using Weak Annotations. Inf. 14 (7) (2023)
Liubov Dolgaia, Svetlana Illarionova, Sergey Nesteruk, Ivan Krivolapov, Anna Baldycheva, Andrey Somov, Dmitrii Shadrin
Apple Tree Health Recognition Through the Application of Transfer Learning for UAV Imagery. ETFA (2023)
Andrey Pimenov, Sergey Nesteruk, Nadezhda Mikhailova, Anton Stepanov, Natalia Sliusar, Vladimir Korotaev, Anna Baldycheva, Andrey Somov
Discrete Spectral Sensing System for Separation of Polyolefin Waste Plastics. ETFA (2023)
Sergey Nesteruk, Svetlana Illarionova, Ilya Zherebzov, Claire Traweek, Nadezhda Mikhailova, Andrey Somov, Ivan V. Oseledets
PseudoAugment: Enabling Smart Checkout Adoption for New Classes Without Human Annotation. IEEE Access 11 (2023)
Liliya Lemikhova, Sergey Nesteruk, Andrey Somov
Transfer Learning for Few-Shot Plants Recognition: Antarctic Station Greenhouse Use-Case. ISIE (2022)
Sergey Nesteruk, Svetlana Illarionova, Timur Akhtyamov, Dmitrii Shadrin, Andrey Somov, Mariia Pukalchik, Ivan V. Oseledets
XtremeAugment: Getting More From Your Data Through Combination of Image Collection and Image Augmentation. IEEE Access 10 (2022)
Sergey Nesteruk, Dmitrii Shadrin, Mariia Pukalchik
Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case. CoRR (2021)
Svetlana Illarionova, Sergey Nesteruk, Dmitrii Shadrin, Vladimir Ignatiev, Mariia Pukalchik, Ivan V. Oseledets
Object-Based Augmentation Improves Quality of Remote SensingSemantic Segmentation. CoRR (2021)
Svetlana Illarionova, Sergey Nesteruk, Dmitrii Shadrin, Vladimir Ignatiev, Maria Pukalchik, Ivan V. Oseledets
MixChannel: Advanced Augmentation for Multispectral Satellite Images. Remote. Sens. 13 (11) (2021)
Svetlana Illarionova, Sergey Nesteruk, Dmitrii Shadrin, Vladimir Ignatiev, Mariia Pukalchik, Ivan V. Oseledets
Object-Based Augmentation for Building Semantic Segmentation: Ventura and Santa Rosa Case Study. ICCVW (2021)
Sergey Nesteruk, Dmitrii Shadrin, Vladislav Kovalenko, Antonio Jose Rodríguez-Sánchez, Andrey Somov
Plant Growth Prediction through Intelligent Embedded Sensing. ISIE (2020)
Sergey Nesteruk, Sergey Bezzateev
Location-Based Protocol for the Pairwise Authentication in the Networks without Infrastructure. FRUCT (2018)