Concepedia

Sergey Nesteruk

SN

8

Publications

177

Citations

8

H-Index

2020

Active since

Affiliations

Skolkovo Institute of Science and Technology(Current)

Irkutsk National Research Technical University

Sergey Nesteruk is an author at Skolkovo Institute of Science and Technology specializing in data science, machine vision, and engineering.

Top concepts

EngineeringData ScienceImage AnalysisMachine VisionComputer VisionMachine LearningDeep LearningPattern RecognitionComputer ScienceRemote Sensing

Publications per year

2020–2023

8

Publications

8

Image Compression and Plants Classification Using Machine Learning in Controlled-Environment Agriculture: Antarctic Station Use Case

Sergey Nesteruk, Dmitrii Shadrin, Mariia Pukalchik et al. · IEEE Sensors Journal · 2021 · 50 citations

Convolutional Neural Network, Precision Agriculture, Engineering +22

MixChannel: Advanced Augmentation for Multispectral Satellite Images

Svetlana Illarionova, Sergey Nesteruk, Dmitrii Shadrin et al. · Remote Sensing · 2021 · 30 citations · Full text

Augmentation Technique, Engineering, Machine Learning +17

Object-Based Augmentation for Building Semantic Segmentation: Ventura and Santa Rosa Case Study

Svetlana Illarionova, Sergey Nesteruk, Dmitrii Shadrin et al. · 2021 · 23 citations

XtremeAugment: Getting More From Your Data Through Combination of Image Collection and Image Augmentation

Sergey Nesteruk, Svetlana Illarionova, Timur Akhtyamov et al. · IEEE Access · 2022 · 21 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

MineralImage5k: A benchmark for zero-shot raw mineral visual recognition and description

Sergey Nesteruk, Julia Agafonova, Maxim Gerasimov et al. · Computers & Geosciences · 2023 · 17 citations

Image Classification, Image Analysis, Machine Vision +13

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