Search Results for author: Oleg Antropov

Found 4 papers, 0 papers with code

Deep Learning Model Transfer in Forest Mapping using Multi-source Satellite SAR and Optical Images

no code implementations9 Aug 2023 Shaojia Ge, Oleg Antropov, Tuomas Häme, Ronald E. McRoberts, Jukka Miettinen

We expect such forest-specific DL model transfer can be suitable also for other forest variables and other EO data sources that are sensitive to forest structure.

Domain Adaptation Earth Observation +1

A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping with Multisensor Satellite Data

no code implementations1 Dec 2022 Shaojia Ge, Hong Gu, Weimin Su, Anne Lönnqvist, Oleg Antropov

To overcome those limitations, here we introduce contrastive regression into EO based forest mapping and develop a novel semisupervised regression framework for wall-to-wall mapping of continuous forest variables.

Earth Observation Management +1

ICEYE microsatellite SAR constellation status update: Evaluation of first commercial imaging modes

no code implementations8 Feb 2021 Vladimir Ignatenko, Pekka Laurila, Andrea Radius, Leszek Lamentowski, Oleg Antropov, Darren Muff

The ICEYE constellation features the first operational microsatellite based X-band SAR sensors suitable for all weather day-and-night Earth Observation.

Earth Observation

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