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Mariana Belgiu
Mariana Belgiu
Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente
Verified email at utwente.nl - Homepage
Title
Cited by
Cited by
Year
Random forest in remote sensing: A review of applications and future directions
M Belgiu, L Drăguţ
ISPRS journal of photogrammetry and remote sensing 114, 24-31, 2016
47362016
Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis
M Belgiu, O Csillik
Remote sensing of environment 204, 509-523, 2018
8062018
Comparing supervised and unsupervised multiresolution segmentation approaches for extracting buildings from very high resolution imagery
M Belgiu, L Drǎguţ
ISPRS Journal of Photogrammetry and Remote Sensing 96, 67-75, 2014
2642014
Spatiotemporal image fusion in remote sensing
M Belgiu, A Stein
Remote sensing 11 (7), 818, 2019
1472019
Ontology-based classification of building types detected from airborne laser scanning data
M Belgiu, I Tomljenovic, TJ Lampoltshammer, T Blaschke, B Höfle
Remote Sensing 6 (2), 1347-1366, 2014
1362014
Quantitative evaluation of variations in rule-based classifications of land cover in urban neighbourhoods using WorldView-2 imagery
M Belgiu, L Drǎguţ, J Strobl
ISPRS Journal of Photogrammetry and Remote Sensing 87, 205-215, 2014
1262014
Object-based time-constrained dynamic time warping classification of crops using Sentinel-2
O Csillik, M Belgiu, GP Asner, M Kelly
Remote sensing 11 (10), 1257, 2019
842019
Ontologies to interpret remote sensing images: why do we need them?
D Arvor, M Belgiu, Z Falomir, I Mougenot, L Durieux
GIScience & remote sensing 56 (6), 911-939, 2019
572019
Assessing the effect of training sampling design on the performance of machine learning classifiers for land cover mapping using multi-temporal remote sensing data and google …
S Shetty, PK Gupta, M Belgiu, SK Srivastav
Remote sensing 13 (8), 1433, 2021
552021
Mapping crop types in complex farming areas using SAR imagery with dynamic time warping
GW Gella, W Bijker, M Belgiu
ISPRS journal of photogrammetry and remote sensing 175, 171-183, 2021
522021
Towards a framework for agent-based image analysis of remote-sensing data
P Hofmann, P Lettmayer, T Blaschke, M Belgiu, S Wegenkittl, R Graf, ...
International Journal of Image and Data Fusion 6 (2), 115-137, 2015
442015
Coupling formalized knowledge bases with object-based image analysis
M Belgiu, B Hofer, P Hofmann
Remote sensing letters 5 (6), 530-538, 2014
412014
Field-level crop yield estimation with PRISMA and Sentinel-2
M Marshall, M Belgiu, M Boschetti, M Pepe, A Stein, A Nelson
ISPRS journal of photogrammetry and remote sensing 187, 191-210, 2022
382022
Towards user-driven earth observation-based slum mapping
M Owusu, M Kuffer, M Belgiu, T Grippa, M Lennert, S Georganos, ...
Computers, environment and urban systems 89, 101681, 2021
382021
Phenology-based sample generation for supervised crop type classification
M Belgiu, W Bijker, O Csillik, A Stein
International Journal of Applied Earth Observation and Geoinformation 95, 102264, 2021
362021
Cropland mapping from Sentinel-2 time series data using object-based image analysis
O Csillik, M Belgiu
Proceedings of the 20th AGILE International Conference on Geographic …, 2017
362017
Architecture and prototypical implementation of a semantic querying system for big Earth observation image bases
D Tiede, A Baraldi, M Sudmanns, M Belgiu, S Lang
European journal of remote sensing 50 (1), 452-463, 2017
252017
Open geospatial education
M Belgiu, J Strobl, G Wallentin
ISPRS International Journal of Geo-Information 4 (2), 697-710, 2015
242015
Demography of twitter users in the city of London: An exploratory spatial data analysis approach
B Hofer, TJ Lampoltshammer, M Belgiu
Modern Trends in Cartography: Selected Papers of CARTOCON 2014, 199-211, 2015
222015
Ontology based interpretation of very high resolution imageries–grounding ontologies on visual interpretation keys
M Belgiu, J Thomas
AGILE 2013—Leuven, 14-17, 2013
212013
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Articles 1–20