Mykola Lavreniuk

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 37

Top Topics

High Resolution

Top Venues

Publications

Jaime Spencer, Fabio Tosi, Matteo Poggi, Ripudaman Singh Arora, Chris Russell, Simon Hadfield, Richard Bowden, GuangYuan Zhou, ZhengXin Li, Qiang Rao, YiPing Bao, Xiao Liu, Dohyeong Kim, Jinseong Kim, Myunghyun Kim, Mykola Lavreniuk, Rui Li, Qing Mao, Jiang Wu, Yu Zhu, Jinqiu Sun, Yanning Zhang, Suraj Patni, Aradhye Agarwal, Chetan Arora, Pihai Sun, Kui Jiang, Gang Wu, Jian Liu, Xianming Liu, Junjun Jiang, Xidan Zhang, Jianing Wei, Fangjun Wang, Zhiming Tan, Jiabao Wang, Albert Luginov, Muhammad Shahzad, Seyed Hosseini, Aleksander Trajcevski, James H. Elder
The Third Monocular Depth Estimation Challenge. CoRR (2024)
Mykola Lavreniuk
SPIdepth: Strengthened Pose Information for Self-supervised Monocular Depth Estimation. CoRR (2024)
Mykola Lavreniuk, Leonid Shumilo, Alla Lavreniuk
Generative Adversarial Networks for the Satellite Data Super Resolution Based on the Transformers with Attention. IGARSS (2023)
Mykola Lavreniuk, Shariq Farooq Bhat, Matthias Müller, Peter Wonka
EVP: Enhanced Visual Perception using Inverse Multi-Attentive Feature Refinement and Regularized Image-Text Alignment. CoRR (2023)
Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Alla Lavrenyuk, Leonid Shumilo
Super Resolution Approach for the Satellite Data Based on the Generative Adversarial Networks. IGARSS (2022)
Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Leonid Shumilo, Mykola Lavreniuk
Extension of Copernicus Urban Atlas to Non-European Countries. IGARSS (2021)
Leonid Shumilo, Nataliia Kussul, Mykola Lavreniuk
U-Net Model for Logging Detection Based on the Sentinel-1 and Sentinel-2 Data. IGARSS (2021)
Leonid Shumilo, Mykola Lavreniuk, Nataliia Kussul, Bella Shevchuk
Automatic Deforestation Detection based on the Deep Learning in Ukraine. IDAACS (2021)
Yuliia Bilokonska, Hanna Yailymova, Bohdan Yailymov, Andrii Shelestov, Leonid Shumilo, Mykola Lavreniuk
Losses Assessment for Winter Crops Based on Satellite Data and Fuzzy Logic. IDAACS-SWS (2020)
Leonid Shumilo, Bohdan Yailymov, Mykola Lavreniuk, Yuliia Bilokonska
Remote Sensing Approaches for Deforestation Identification in Ukraine. IDAACS-SWS (2020)
Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Hanna Yailymova, Mykola Lavreniuk, Leonid Shumilo, Yuliia Bilokonska
Crop monitoring technology based on time series of satellite imagery. DESSERT (2020)
Ian McCallum, Carsten Montzka, Bagher Bayat, Stefan Kollet, Andrii Kolotii, Nataliia Kussul, Mykola Lavreniuk, Anthony Lehmann, Joan Masó-Pau, Paolo Mazzetti, Aline Mosnier, Emma Perracchione, Mario Putti, Mattia Santoro, Ivette Serral, Leonid Shumilo, Daniel Spengler, Steffen Fritz
Developing food, water and energy nexus workflows. Int. J. Digit. Earth 13 (2) (2020)
Nataliia Kussul, Mykola Lavreniuk, Leonid Shumilo
Deep Recurrent Neural Network for Crop Classification Task Based on Sentinel-1 and Sentinel-2 Imagery. IGARSS (2020)
Nataliia Kussul, Mykola Lavreniuk, Andrii Kolotii, Sergii Skakun, Olena Rakoid, Leonid Shumilo
A workflow for Sustainable Development Goals indicators assessment based on high-resolution satellite data. Int. J. Digit. Earth 13 (2) (2020)
Nataliia Kussul, Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Mykola Lavreniuk, M. Ilyashenko
Satellite Agricultural Monitoring in Ukraine at Country Level: World Bank Project. IGARSS (2020)
Andrii Shelestov, Mykola Lavreniuk, Vladimir Vasiliev, Leonid Shumilo, Andrii Kolotii, Bohdan Yailymov, Nataliia Kussul, Hanna Yailymova
Cloud Approach to Automated Crop Classification Using Sentinel-1 Imagery. IEEE Trans. Big Data 6 (3) (2020)
Nataliia Kussul, Mykola Lavreniuk, Leonid Shumilo, Andrii Kolotii
Nexus Approach for Calculating SDG Indicator 2.4.1 Using Remote Sensing and Biophysical Modeling. IGARSS (2019)
Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Andrii Kolotii, Vladimir Vasiliev
Land Cover and Land Use Monitoring Based on Satellite Data within World Bank Project. DESSERT (2019)
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
Roadside collection of training data for cropland mapping is viable when environmental and management gradients are surveyed. Int. J. Appl. Earth Obs. Geoinformation 80 (2019)
Leonid Shumilo, Andrii Kolotii, Mykola Lavreniuk, Bohdan Yailymov
Use of Land Cover Maps as Indicators for Achieving Sustainable Development Goals. IGARSS (2018)
Andrii Shelestov, Andrii Kolotii, Mykola Lavreniuk, Kyrylo Medyanovskyi, Vladimir Vasiliev, Tatyana Bulanaya, Igor Gomilko
Air Quality Monitoring in Urban Areas Using in-Situ and Satellite Data Within Era-Planet Project. IGARSS (2018)
Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Olena Dubovyk, Fabian Löw
Object-Based Postprocessing Method for Crop Classification MAPS. IGARSS (2018)
Mykola Lavreniuk, Nataliia Kussul, Alexei Novikov
Deep Learning Crop Classification Approach Based on Sparse Coding of Time Series of Satellite Data. IGARSS (2018)
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
Comparison of Global and Continental Land Cover Products for Selected Study Areas in South Central and Eastern European Region. Remote. Sens. 10 (12) (2018)
Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun, Andrii Shelestov
Cropland productivity assessment for Ukraine based on time series of optical satellite images. IGARSS (2017)
Sergey K. Abramov, Oleksii S. Rubel, Vladimir V. Lukin, Ruslan A. Kozhemiakin, Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk
Speckle reducing for Sentinel-1 SAR data. IGARSS (2017)
Nataliia Kussul, Andrii Kolotii, Andrii Shelestov, Bohdan Yailymov, Mykola Lavreniuk
Land degradation estimation from global and national satellite based datasets within UN program. IDAACS (2017)
Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun, Andrii Shelestov
Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 14 (5) (2017)
Nataliia Kussul, Andrii Kolotii, Andrii Shelestov, Mykola Lavreniuk, Nicolas Bellemans, Sophie Bontemps, Pierre Defourny, Benjamin Koetz
Sentinel-2 for agriculture national demonstration in ukraine: Results and further steps. IGARSS (2017)
Andrii Shelestov, Mykola Lavreniuk, Nataliia Kussul, Alexei Novikov, Sergii Skakun
Large scale crop classification using Google earth engine platform. IGARSS (2017)
Sergii Skakun, Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Olga Kussul
Efficiency Assessment of Multitemporal C-Band Radarsat-2 Intensity and Landsat-8 Surface Reflectance Satellite Imagery for Crop Classification in Ukraine. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (8) (2016)
Nataliia Kussul, Mykola Lavreniuk, Andrii Shelestov, Bohdan Yailymov
Along the season crop classification in Ukraine based on time series of optical and SAR images using ensemble of neural network classifiers. IGARSS (2016)
Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Tamara Oliinyk, Alexander Kosteckyi
Validation methods for regional retrospective high resolution land cover for Ukraine. IGARSS (2016)
Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Igor Butko, Sergii Skakun
Deep learning approach for large scale land cover mapping based on remote sensing data fusion. IGARSS (2016)
Nataliia Kussul, Guido Lemoine, Francisco Javier Gallego, Sergii Skakun, Mykola Lavreniuk, Andrii Shelestov
Parcel-Based Crop Classification in Ukraine Using Landsat-8 Data and Sentinel-1A Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (6) (2016)
Andrii Shelestov, Andrii Kolotii, Fernando Camacho, Sergii Skakun, Olga Kussul, Mykola Lavreniuk, Oleksandr Kostetsky
Mapping of biophysical parameters based on high resolution EO imagery for JECAM test site in Ukraine. IGARSS (2015)
Mykola Lavreniuk, Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Bohdan Yailymov
Regional retrospective high resolution land cover for Ukraine: Methodology and results. IGARSS (2015)