Mykola Lavrenyuk

According to our database, Mykola Lavrenyuk authored at least 38 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

EVP: Enhanced Visual Perception using Inverse Multi-Attentive Feature Refinement and Regularized Image-Text Alignment.

Mykola Lavreniuk, Shariq Farooq Bhat, Matthias Müller, Peter Wonka

CoRR, 2023

Generative Adversarial Networks for the Satellite Data Super Resolution Based on the Transformers with Attention.

Mykola Lavreniuk, Leonid Shumilo, Alla Lavreniuk

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Super Resolution Approach for the Satellite Data Based on the Generative Adversarial Networks.

Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Alla Lavrenyuk, Leonid Shumilo

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

U-Net Model for Logging Detection Based on the Sentinel-1 and Sentinel-2 Data.

Leonid Shumilo, Nataliia Kussul, Mykola Lavreniuk

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Extension of Copernicus Urban Atlas to Non-European Countries.

Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Leonid Shumilo, Mykola Lavreniuk

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Automatic Deforestation Detection based on the Deep Learning in Ukraine.

Leonid Shumilo, Mykola Lavreniuk, Nataliia Kussul, Bella Shevchuk

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

2020

Cloud Approach to Automated Crop Classification Using Sentinel-1 Imagery.

Andrii Shelestov, Mykola Lavreniuk, Vladimir Vasiliev, Leonid Shumilo, Andrii Kolotii, Bohdan Yailymov, Nataliia Kussul, Hanna Yailymova

IEEE Trans. Big Data, 2020

Developing food, water and energy nexus workflows.

Ian McCallum, Carsten Montzka, Bagher Bayat, Stefan Kollet, Andrii Kolotii, Nataliia Kussul, Mykola Lavreniuk, Anthony Lehmann, Joan Masó, Paolo Mazzetti, Aline Mosnier, Emma Perracchione, Mario Putti, Mattia Santoro, Ivette Serral, Leonid Shumilo, Daniel Spengler, Steffen Fritz

Int. J. Digit. Earth, 2020

A workflow for Sustainable Development Goals indicators assessment based on high-resolution satellite data.

Nataliia Kussul, Mykola Lavreniuk, Andrii Kolotii, Sergii Skakun, Olena Rakoid, Leonid Shumilo

Int. J. Digit. Earth, 2020

Satellite Agricultural Monitoring in Ukraine at Country Level: World Bank Project.

Nataliia Kussul, Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Mykola Lavreniuk, Matviy Ilyashenko

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Deep Recurrent Neural Network for Crop Classification Task Based on Sentinel-1 and Sentinel-2 Imagery.

Nataliia Kussul, Mykola Lavreniuk, Leonid Shumilo

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Remote Sensing Approaches for Deforestation Identification in Ukraine.

Leonid Shumilo, Bohdan Yailymov, Mykola Lavreniuk, Yuliia Bilokonska

Proceedings of the 2020 IEEE 5th International Symposium on Smart and Wireless Systems within the Conferences on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS-SWS), 2020

Losses Assessment for Winter Crops Based on Satellite Data and Fuzzy Logic.

Yuliia Bilokonska, Hanna Yailymova, Bohdan Yailymov, Andrii Shelestov, Leonid Shumilo, Mykola Lavreniuk

Proceedings of the 2020 IEEE 5th International Symposium on Smart and Wireless Systems within the Conferences on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS-SWS), 2020

Crop monitoring technology based on time series of satellite imagery.

Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Hanna Yailymova, Mykola Lavreniuk, Leonid Shumilo, Yuliia Bilokonska

Proceedings of the 11th IEEE International Conference on Dependable Systems, 2020

2019

Roadside collection of training data for cropland mapping is viable when environmental and management gradients are surveyed.

François Waldner, Nicolas Bellemans, Zvi Hochman, Terence Newby, Diego de Abelleyra, Santiago R. Verón, Sergey Bartalev, Mykola Lavreniuk, Nataliia Kussul, Guerric le Maire, Margareth Simões, Sergii Skakun, Pierre Defourny

Int. J. Appl. Earth Obs. Geoinformation, 2019

Nexus Approach for Calculating SDG Indicator 2.4.1 Using Remote Sensing and Biophysical Modeling.

Nataliia Kussul, Mykola Lavreniuk, Leonid Shumilo, Andrii Kolotii

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Land Cover and Land Use Monitoring Based on Satellite Data within World Bank Project.

Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Andrii Kolotii, Vladimir Vasiliev

Proceedings of the 10th International Conference on Dependable Systems, 2019

2018

Comparison of Global and Continental Land Cover Products for Selected Study Areas in South Central and Eastern European Region.

Ioannis Manakos, Monika Tomaszewska, Ioannis Gkinis, Olga V. Brovkina, Lachezar Filchev, Levent Genc, Ioannis Z. Gitas, Andrej Halabuk, Melis Inalpulat, Anisoara Irimescu, Georgi Jelev, Konstantinos Karantzalos, Thomas Katagis, Lucie Kupková, Mykola Lavreniuk, Minucer Mesaros, Denis Mihailescu, Mihai Daniel Nita, Tomas Rusnak, Premysl Stych, Frantisek Zemek, Jana Albrechtová, Petya K. E. Campbell

Remote. Sens., 2018

Use of Land Cover Maps as Indicators for Achieving Sustainable Development Goals.

Leonid Shumilo, Andrii Kolotii, Mykola Lavreniuk, Bohdan Yailymov

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Air Quality Monitoring in Urban Areas Using in-Situ and Satellite Data Within Era-Planet Project.

Andrii Shelestov, Andrii Kolotii, Mykola Lavreniuk, Kyrylo Medyanovskyi, Vladimir Vasiliev, Tatyana Bulanaya, Igor Gomilko

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Object-Based Postprocessing Method for Crop Classification MAPS.

Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Olena Dubovyk, Fabian Löw

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Deep Learning Crop Classification Approach Based on Sparse Coding of Time Series of Satellite Data.

Mykola Lavreniuk, Nataliia Kussul, Alexei Novikov

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data.

Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun, Andrii Shelestov

IEEE Geosci. Remote. Sens. Lett., 2017

Large scale crop classification using Google earth engine platform.

Andrii Shelestov, Mykola Lavreniuk, Nataliia Kussul, Alexei Novikov, Sergii Skakun

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Cropland productivity assessment for Ukraine based on time series of optical satellite images.

Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun, Andrii Shelestov

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Sentinel-2 for agriculture national demonstration in ukraine: Results and further steps.

Nataliia Kussul, Andrii Kolotii, Andrii Shelestov, Mykola Lavreniuk, Nicolas Bellemans, Sophie Bontemps, Pierre Defourny, Benjamin Koetz

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Speckle reducing for Sentinel-1 SAR data.

Sergey K. Abramov, Oleksii S. Rubel, Vladimir V. Lukin, Ruslan A. Kozhemiakin, Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Land degradation estimation from global and national satellite based datasets within UN program.

Nataliia Kussul, Andrii Kolotii, Andrii Shelestov, Bohdan Yailymov, Mykola Lavreniuk

Proceedings of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2017

2016

Efficiency Assessment of Multitemporal C-Band Radarsat-2 Intensity and Landsat-8 Surface Reflectance Satellite Imagery for Crop Classification in Ukraine.

Sergii Skakun, Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Olga Kussul

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Parcel-Based Crop Classification in Ukraine Using Landsat-8 Data and Sentinel-1A Data.

Nataliia Kussul, Guido Lemoine, Francisco Javier Gallego, Sergii Skakun, Mykola Lavreniuk, Andrii Shelestov

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Validation methods for regional retrospective high resolution land cover for Ukraine.

Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Tamara Oliinyk, Alexander Kosteckyi

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Deep learning approach for large scale land cover mapping based on remote sensing data fusion.

Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Igor Butko, Sergii Skakun

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Along the season crop classification in Ukraine based on time series of optical and SAR images using ensemble of neural network classifiers.

Nataliia Kussul, Mykola Lavreniuk, Andrii Shelestov, Bohdan Yailymov

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Mapping of biophysical parameters based on high resolution EO imagery for JECAM test site in Ukraine.

Andrii Shelestov, Andrii Kolotii, Fernando Camacho, Sergii Skakun, Olga Kussul, Mykola Lavreniuk, Oleksandr Kostetsky

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Regional retrospective high resolution land cover for Ukraine: Methodology and results.

Mykola Lavreniuk, Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Bohdan Yailymov

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Parcel based classification for agricultural mapping and monitoring using multi-temporal satellite image sequences.

Nataliia Kussul, Guido Lemoine, Francisco Javier Gallego, Sergii Skakun, Mykola Lavrenyuk

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Geospatial Intelligence and Data Fusion Techniques for Sustainable Development Problems.

Nataliia Kussul, Andrii Shelestov, Ruslan Basarab, Sergii Skakun, Olga Kussul, Mykola Lavrenyuk

Proceedings of the 11th International Conference on ICT in Education, 2015

2014

Orthorectification of Sich-2 satellite images using elastic models.

Oleksii M. Kravchenko, Mykola Lavrenyuk, Nataliia Kussul

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014