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Mykola Lavrenyuk

Mykola Lavreniuk

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2020 – today

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2024
[c30]
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  - conf/cvpr/SpencerTPA0HBZL22
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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. CVPR Workshops 2024: 1-14
[i3]
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  - journals/corr/abs-2404-12501
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Mykola Lavreniuk:
SPIdepth: Strengthened Pose Information for Self-supervised Monocular Depth Estimation. CoRR abs/2404.12501 (2024)
[i2]
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  - journals/corr/abs-2404-16831
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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 abs/2404.16831 (2024)
2023
[c29]
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Mykola Lavreniuk, Leonid Shumilo, Alla Lavreniuk:
Generative Adversarial Networks for the Satellite Data Super Resolution Based on the Transformers with Attention. IGARSS 2023: 6294-6297
[i1]
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  - journals/corr/abs-2312-08548
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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 abs/2312.08548 (2023)
2022
[c28]
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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: 1095-1098
2021
[c27]
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Leonid Shumilo, Mykola Lavreniuk, Nataliia Kussul, Bella Shevchuk:
Automatic Deforestation Detection based on the Deep Learning in Ukraine. IDAACS 2021: 337-342
[c26]
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Leonid Shumilo, Nataliia Kussul, Mykola Lavreniuk:
U-Net Model for Logging Detection Based on the Sentinel-1 and Sentinel-2 Data. IGARSS 2021: 4680-4683
[c25]
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Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Leonid Shumilo, Mykola Lavreniuk:
Extension of Copernicus Urban Atlas to Non-European Countries. IGARSS 2021: 6789-6792
2020
[j8]
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  - journals/digearth/McCallumMBKKKLL20
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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:
Developing food, water and energy nexus workflows. Int. J. Digit. Earth 13(2): 299-308 (2020)
[j7]
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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): 309-321 (2020)
[j6]
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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): 572-582 (2020)
[c24]
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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: 346-350
[c23]
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  - conf/idaacssws/BilokonskaYYSSL20
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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: 1-5
[c22]
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  - conf/idaacssws/ShumiloYLB20
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Leonid Shumilo, Bohdan Yailymov, Mykola Lavreniuk, Yuliia Bilokonska:
Remote Sensing Approaches for Deforestation Identification in Ukraine. IDAACS-SWS 2020: 1-4
[c21]
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Nataliia Kussul, Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Mykola Lavreniuk, Matviy Ilyashenko:
Satellite Agricultural Monitoring in Ukraine at Country Level: World Bank Project. IGARSS 2020: 1050-1053
[c20]
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  - conf/igarss/KussulLS20
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Nataliia Kussul, Mykola Lavreniuk, Leonid Shumilo:
Deep Recurrent Neural Network for Crop Classification Task Based on Sentinel-1 and Sentinel-2 Imagery. IGARSS 2020: 6914-6917

2010 – 2019

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2019
[j5]
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  - journals/aeog/WaldnerBHNAVBLK19
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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: 82-93 (2019)
[c19]
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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: 127-130
[c18]
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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: 6425-6428
2018
[j4]
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  - journals/remotesensing/ManakosTGBFGGHI18
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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): 1967 (2018)
[c17]
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Leonid Shumilo, Andrii Kolotii, Mykola Lavreniuk, Bohdan Yailymov:
Use of Land Cover Maps as Indicators for Achieving Sustainable Development Goals. IGARSS 2018: 830-833
[c16]
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  - conf/igarss/ShelestovKLMVBG18
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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: 1668-1671
[c15]
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  - conf/igarss/LavreniukKN18
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Mykola Lavreniuk, Nataliia Kussul, Alexei Novikov:
Deep Learning Crop Classification Approach Based on Sparse Coding of Time Series of Satellite Data. IGARSS 2018: 4812-4815
[c14]
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Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Olena Dubovyk, Fabian Löw:
Object-Based Postprocessing Method for Crop Classification MAPS. IGARSS 2018: 7058-7061
2017
[j3]
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  - journals/lgrs/KussulLSS17
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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): 778-782 (2017)
[c13]
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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: 383-386
[c12]
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  - conf/igarss/AbramovRLKKSL17
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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: 2353-2356
[c11]
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Andrii Shelestov, Mykola Lavreniuk, Nataliia Kussul, Alexei Novikov, Sergii Skakun:
Large scale crop classification using Google earth engine platform. IGARSS 2017: 3696-3699
[c10]
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Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun, Andrii Shelestov:
Cropland productivity assessment for Ukraine based on time series of optical satellite images. IGARSS 2017: 5007-5010
[c9]
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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: 5842-5845
2016
[j2]
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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): 2500-2508 (2016)
[j1]
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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): 3712-3719 (2016)
[c8]
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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: 198-201
[c7]
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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: 4502-4505
[c6]
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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: 7145-7148
2015
[c5]
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Nataliia Kussul, Andrii Shelestov, Ruslan Basarab, Sergii Skakun, Olga Kussul, Mykola Lavrenyuk:
Geospatial Intelligence and Data Fusion Techniques for Sustainable Development Problems. ICTERI 2015: 196-203
[c4]
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Nataliia Kussul, Guido Lemoine, Francisco Javier Gallego, Sergii Skakun, Mykola Lavrenyuk:
Parcel based classification for agricultural mapping and monitoring using multi-temporal satellite image sequences. IGARSS 2015: 165-168
[c3]
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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: 1733-1736
[c2]
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Mykola Lavreniuk, Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Bohdan Yailymov:
Regional retrospective high resolution land cover for Ukraine: Methodology and results. IGARSS 2015: 3965-3968
2014
[c1]
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  - conf/igarss/KravchenkoLK14
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Oleksii M. Kravchenko, Mykola Lavrenyuk, Nataliia Kussul:
Orthorectification of Sich-2 satellite images using elastic models. IGARSS 2014: 2281-2284

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