Oleg Antropov

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 44

Top Topics

Feature Selection

Top Venues

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

Publications

Ghasem Ronoud, Ali Asghar Darvishsefat, Maryam Poorazimy, Erkki Tomppo, Oleg Antropov, Jaan Praks
Enhancing Hyrcanian Forest Height and Aboveground Biomass Predictions: A Synergistic Use of TanDEM-X InSAR Coherence, Sentinel-1, and Sentinel-2 Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Ridvan Salih Kuzu, Oleg Antropov, Matthieu Molinier, Corneliu Octavian Dumitru, Sudipan Saha, Xiaoxiang Zhu
Forest Disturbance Detection via Self-Supervised and Transfer Learning With Sentinel-1&2 Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Shaojia Ge, Hong Gu, Weimin Su, Anne Lönnqvist, Oleg Antropov
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping With Multisensor Satellite Data. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Shaojia Ge, Oleg Antropov, Tuomas Häme, Ronald E. McRoberts, Jukka Miettinen
Deep Learning Model Transfer in Forest Mapping using Multi-source Satellite SAR and Optical Images. CoRR (2023)
Oleg Antropov, Matthieu Molinier, Ridvan Salih Kuzu, Lloyd H. Hughes, Marc Rußwurm, Devis Tuia, Corneliu Octavian Dumitru, Shaojia Ge, Sudipan Saha, Xiao Xiang Zhu
Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management. IGARSS (2023)
Shaojia Ge, Erkki Tomppo, Yrjö Rauste, Ronald E. McRoberts, Jaan Praks, Hong Gu, Weimin Su, Oleg Antropov
Sentinel-1 Time Series for Predicting Growing Stock Volume of Boreal Forest: Multitemporal Analysis and Feature Selection. Remote. Sens. 15 (14) (2023)
Shaojia Ge, Oleg Antropov, Tuomas Häme, Ronald E. McRoberts, Jukka Miettinen
Deep Learning Model Transfer in Forest Mapping Using Multi-Source Satellite SAR and Optical Images. Remote. Sens. 15 (21) (2023)
Oleg Antropov, Jukka Miettinen, Tuomas Häme, Yrjö Rauste, Lauri Seitsonen, Ronald E. McRoberts, Maurizio Santoro, Oliver Cartus, Natalia Malaga Duran, Martin Herold, Matteo Pardini, Kostas Papathanassiou, Irena Hajnsek
Intercomparison of Earth Observation Data and Methods for Forest Mapping in the Context of Forest Carbon Monitoring. IGARSS (2022)
Shaojia Ge, Hong Gu, Weimin Su, Anne Lönnqvist, Oleg Antropov
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping with Multisensor Satellite Data. CoRR (2022)
Shaojia Ge, Hong Gu, Weimin Su, Jaan Praks, Oleg Antropov
Improved Semisupervised UNet Deep Learning Model for Forest Height Mapping With Satellite SAR and Optical Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Shaojia Ge, Hong Gu, Weimin Su, Jaan Praks, Anne Lönnqvist, Oleg Antropov
Deep Learning Models in Forest Mapping Using Multitemporal SAR and Optical Satellite Data. IGARSS (2022)
Shaojia Ge, Weimin Su, Hong Gu, Yrjö Rauste, Jaan Praks, Oleg Antropov
Improved LSTM Model for Boreal Forest Height Mapping Using Sentinel-1 Time Series. Remote. Sens. 14 (21) (2022)
Oleg Antropov, Anne Lönnqvist, Yrjö Rauste, Kimmo Kortelainen, Tuomas Häme
Mapping Forest Thinning, Systemic and Selective Logging Operations Using Various Imaging Modes of X-Band SAR Images. IGARSS (2021)
Oleg Antropov, Yrjö Rauste, Jaan Praks, Frank Martin Seifert, Tuomas Häme
Mapping Forest Disturbance Due to Selective Logging in the Congo Basin with RADARSAT-2 Time Series. Remote. Sens. 13 (4) (2021)
Sanja Scepanovic, Oleg Antropov, Pekka Laurila, Yrjö Rauste, Vladimir Ignatenko, Jaan Praks
Wide-Area Land Cover Mapping With Sentinel-1 Imagery Using Deep Learning Semantic Segmentation Models. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Erkki Tomppo, Ghasem Ronoud, Oleg Antropov, Harri Hytönen, Jaan Praks
Detection of Forest Windstorm Damages with Multitemporal SAR Data - A Case Study: Finland. Remote. Sens. 13 (3) (2021)
Marjan Marbouti, Oleg Antropov, Jaan Praks, Patrick Eriksson, Vahid Arabzadeh, Eero Rinne, Matti Leppäranta
TanDEM-X multiparametric data features in sea ice classification over the Baltic sea. Geo spatial Inf. Sci. 24 (2) (2021)
Oleg Antropov, Yrjö Rauste, Sanja Scepanovic, Vladimir Ignatenko, Anne Lönnqvist, Jaan Praks
Classification of Wide-Area SAR Mosaics: Deep Learning Approach for Corine Based Mapping of Finland Using Multitemporal Sentinel-1 Data. IGARSS (2020)
Shaojia Ge, Erkki Tomppo, Yrjö Rauste, Weimin Su, Hong Gu, Jaan Praks, Oleg Antropov
Predicting Growing Stock Volume of Boreal Forests Using Very Long Time Series of Sentinel-1 Data. IGARSS (2020)
Emmi Turppa, Juha M. Kortelainen, Oleg Antropov, Tero Kiuru
Vital Sign Monitoring Using FMCW Radar in Various Sleeping Scenarios. Sensors 20 (22) (2020)
Vladimir Ignatenko, Pekka Laurila, Andrea Radius, Leszek Lamentowski, Oleg Antropov, Darren Muff
ICEYE Microsatellite SAR Constellation Status Update: Evaluation of First Commercial Imaging Modes. IGARSS (2020)
Alexander W. Jacob, Claudia Notarnicola, Gopika Suresh, Oleg Antropov, Shaojia Ge, Jaan Praks, Yifang Ban, Eric Pottier, Jordi J. Mallorquí, Javier Duro, Marcus E. Engdahl, Fernando Vicente-Guijalba, Carlos López-Martínez, Juan M. Lopez-Sanchez, Marius Litzinger, Harald Kristen, Alejandro Mestre-Quereda, Dariusz Ziolkowski, Marco Lavalle
Sentinel-1 InSAR Coherence for Land Cover Mapping: A Comparison of Multiple Feature-Based Classifiers. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Marjan Marbouti, Leif E. B. Eriksson, Dyre Oliver Dammann, Denis Demchev, Joshua Jones, Anders Berg, Oleg Antropov
Evaluating Landfast Sea Ice Ridging near UtqiaġVik Alaska Using TanDEM-X Interferometry. Remote. Sens. 12 (8) (2020)
Erkki Tomppo, Oleg Antropov, Jaan Praks
Cropland Classification Using Sentinel-1 Time Series: Methodological Performance and Prediction Uncertainty Assessment. Remote. Sens. 11 (21) (2019)
Shaojia Ge, Oleg Antropov, Weimin Su, Hong Gu, Jaan Praks
Deep Recurrent Neural Networks for Land-Cover Classification Using Sentinel-1 INSAR Time Series. IGARSS (2019)
Sanja Scepanovic, Oleg Antropov, Pekka Laurila, Vladimir Ignatenko, Jaan Praks
Wide-Area Land Cover Mapping with Sentinel-1 Imagery using Deep Learning Semantic Segmentation Models. CoRR (2019)
Erkki Tomppo, Oleg Antropov, Jaan Praks
Boreal Forest Snow Damage Mapping Using Multi-Temporal Sentinel-1 Data. Remote. Sens. 11 (4) (2019)
Marjan Marbouti, Oleg Antropov, Patrick Eriksson, Jaan Praks, Vahid Arabzadeh, Eero Rinne, Matti Leppdar Nta
Automated SEA ICE Classification Over the Baltic SEA using Multiparametric Features of Tandem-X Insar Images. IGARSS (2018)
Jaan Praks, Oleg Antropov, Aire Olesk, Kaupo Voormansik
Forest Height Estimation from TanDEM-X images with Semi-Empirical Coherence Models. IGARSS (2018)
Oleg Antropov, Jaakko Seppänen, Martti Hallikainen, Jaan Praks, Thomas Jagdhuber
Multi-Sensor Sar Data for Improved Modeling of Microwave Brightness Temperature over Boreal Forest. IGARSS (2018)
Silvan Leinss, Oleg Antropov, Juho Vehvilainen, Juha Lemmetyinen, Irena Hajnsek, Jaan Praks
Wet Snow Depth from Tandem-X Single-Pass Insar Dem Differencing. IGARSS (2018)
Oleg Antropov, Yrjö Rauste, Katri Tegel, Yamuna Baral, Virpi Junttila, Tuomo Kauranne, Tuomas Häme, Jaan Praks
Tropical Forest Tree Height and Above Ground Biomass Mapping in Nepal Using Tandem-X and ALOS PALSAR Data. IGARSS (2018)
Jaakko Seppänen, Oleg Antropov, Thomas Jagdhuber, Martti Hallikainen, Janne Heiskanen, Jaan Praks
Improved Characterization of Forest Transmissivity Within the L-MEB Model Using Multisensor SAR Data. IEEE Geosci. Remote. Sens. Lett. 14 (8) (2017)
Marjan Marbouti, Jaan Praks, Oleg Antropov, Eero Rinne, Matti Leppäranta
A Study of Landfast Ice with Sentinel-1 Repeat-Pass Interferometry over the Baltic Sea. Remote. Sens. 9 (8) (2017)
Thomas Jagdhuber, Martin Baur, Moritz Link, Maria Piles, Dara Entekhabi, Carsten Montzka, Jaakko Seppänen, Oleg Antropov, Jaan Praks, Alexander Löw
PHYSICS-based retrieval of scattering albedo and vegetation optical depth using multi-sensor data integration. IGARSS (2017)
Oleg Antropov, Yrjö Rauste, Tuomas Häme, Jaan Praks
Polarimetric ALOS PALSAR Time Series in Mapping Biomass of Boreal Forests. Remote. Sens. 9 (10) (2017)
Karlis Zalite, Oleg Antropov, Jaan Praks, Kaupo Voormansik, Mart Noorma
Monitoring of Agricultural Grasslands With Time Series of X-Band Repeat-Pass Interferometric SAR. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (8) (2016)
Jaan Praks, Aire Olesk, Kaupo Voormansik, Oleg Antropov, Karlis Zalite, Mart Noorma
Building blocks for semiempirical models for forest parameter extraction from interferometric X-band SAR images. IGARSS (2016)
Oleg Antropov, Yrjö Rauste, Anne Vaananen, Teemu Mutanen, Tuomas Häme
Mapping forest disturbance using long time series of Sentinel-1 data: Case studies over boreal and tropical forests. IGARSS (2016)
Aire Olesk, Jaan Praks, Oleg Antropov, Karlis Zalite, Tauri Arumäe, Kaupo Voormansik
Interferometric SAR Coherence Models for Characterization of Hemiboreal Forests Using TanDEM-X Data. Remote. Sens. 8 (9) (2016)
Jaakko Seppänen, Jaan Praks, Oleg Antropov
Improving SMOS soil moisture algorithm performance in forested areas with multisensor SAR data. IGARSS (2016)
Oleg Antropov, Yrjö Rauste, Tuomas Häme, Jaan Praks
Combining TanDEM-X and Landsat 8 data for improved mapping of forest biomass. IGARSS (2015)
Oleg Antropov, Yrjö Rauste, Frank Martin Seifert, Tuomas Häme
Selective logging of tropical forests observed using L- and C-band SAR satellite data. IGARSS (2015)
Tuomas Häme, Teemu Mutanen, Yrjö Rauste, Oleg Antropov, Matthieu Molinier, Shaun Quegan, Euripidis Kantzas, Annikki Mäkelä, Francesco Minunno, Jón Atli Benediktsson, Nicola Falco, Kolbeinn Árnason, Rune Storvold, Jörg Haarpaintner, Vladimir Elsakov, Jussi Rasinmäki
Enabling intelligent copernicus services for carbon and water balance modeling of boreal forest ecosystems - North state. IGARSS (2015)
Kaupo Voormansik, Jaan Praks, Oleg Antropov, Jüri Jagomägi, Karlis Zalite
Flood Mapping With TerraSAR-X in Forested Regions in Estonia. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (2) (2014)
Oleg Antropov, Yrjö Rauste, Heikki Astola, Jaan Praks, Tuomas Häme, Martti T. Hallikainen
Land Cover and Soil Type Mapping From Spaceborne PolSAR Data at L-Band With Probabilistic Neural Network. IEEE Trans. Geosci. Remote. Sens. 52 (9) (2014)
Karlis Zalite, Kaupo Voormansik, Jaan Praks, Oleg Antropov, Mart Noorma
Towards detecting mowing of agricultural grasslands from multi-temporal COSMO-SkyMed data. IGARSS (2014)
Tuomas Häme, Jorma Kilpi, Heikki Ahola, Yrjö Rauste, Oleg Antropov, Miina Rautiainen, Laura Sirro, Sengthong Bounpone
Improved Mapping of Tropical Forests With Optical and SAR Imagery, Part I: Forest Cover and Accuracy Assessment Using Multi-Resolution Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (1) (2013)
Tuomas Häme, Yrjö Rauste, Oleg Antropov, Heikki Ahola, Jorma Kilpi
Improved Mapping of Tropical Forests With Optical and SAR Imagery, Part II: Above Ground Biomass Estimation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (1) (2013)
Oleg Antropov, Yrjö Rauste, Heikki Ahola, Tuomas Häme
Stand-Level Stem Volume of Boreal Forests From Spaceborne SAR Imagery at L-Band. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (1) (2013)
Jaan Praks, Oleg Antropov, Martti T. Hallikainen
LIDAR-Aided SAR Interferometry Studies in Boreal Forest: Scattering Phase Center and Extinction Coefficient at X- and L-Band. IEEE Trans. Geosci. Remote. Sens. 50 (10) (2012)
Jaan Praks, Martti Hallikainen, Oleg Antropov, Daniel Molina
Boreal forest tree height estimation from interferometric TanDEM-X images. IGARSS (2012)
Oleg Antropov, Yrjö Rauste, Jaan Praks, Martti Hallikainen, Tuomas Häme
Peatland delineation under forest canopy with polsar data using model based decomposition technique. IGARSS (2012)
Oleg Antropov, Yrjö Rauste, Anne Lönnqvist, Tuomas Häme
PolSAR Mosaic Normalization for Improved Land-Cover Mapping. IEEE Geosci. Remote. Sens. Lett. 9 (6) (2012)
Oleg Antropov, Yrjö Rauste, Tuomas Häme
Volume Scattering Modeling in PolSAR Decompositions: Study of ALOS PALSAR Data Over Boreal Forest. IEEE Trans. Geosci. Remote. Sens. 49 (10) (2011)