Mariana Belgiu - Concepedia

Author

Mariana Belgiu

University of Twente ORCID

Also Known As

Belgiu, Mariana, M. Belgiu, Mariana Belgiu

Publications

8.9K

Citations

H-Index

Concepts

All Affiliations

University of Twente University of Salzburg West University of Timişoara Fachhochschule Salzburg National Research Council

About

Mariana Belgiu is an author at University of Twente specializing in engineering, remote sensing, and geography.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	15	17	1K
2	Education	1	1	21
3	Management	1	1	27
4	Medicine	1	1	18
5	Public Health	1	1	33

Mariana Belgiu

Publications

2.5K

Citations

H-Index

Page 1

	Year	Citations
Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis Mariana Belgiu, Ovidiu Csillik Remote Sensing of Environment	2017	867
Comparing supervised and unsupervised multiresolution segmentation approaches for extracting buildings from very high resolution imagery Mariana Belgiu, Lucian Drăguţ ISPRS Journal of Photogrammetry and Remote Sensing	2014	246
Spatiotemporal Image Fusion in Remote Sensing Mariana Belgiu, Alfred Stein Remote Sensing Convolutional Neural NetworkEngineeringMachine LearningSpatiotemporal Data FusionMulti-image Fusion	2019	181
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 Earth Engine Shobitha Shetty, Prasun Kumar Gupta, Mariana Belgiu, Remote Sensing Data ClassificationImage AnalysisMachine LearningData ScienceEngineering	2021	116
Ontology-Based Classification of Building Types Detected from Airborne Laser Scanning Data Mariana Belgiu, Ivan Tomljenović, Thomas J. Lampoltshammer, Remote Sensing Ontology (Information Science)EngineeringOntology EngineeringBuilding TechnologySocial Sciences	2014	115
Field-level crop yield estimation with PRISMA and Sentinel-2 Michael Marshall, Mariana Belgiu, Mirco Boschetti, ISPRS Journal of Photogrammetry and Remote Sensing Precision AgriculturePrisma Rf ModelsEngineeringLand UseMultispectral Imaging	2022	115
Quantitative evaluation of variations in rule-based classifications of land cover in urban neighbourhoods using WorldView-2 imagery Mariana Belgiu, Lucian Drăguţ, Josef Strobl ISPRS Journal of Photogrammetry and Remote Sensing EngineeringMachine LearningObject CategorizationLand UseBiometrics	2013	112
Object-Based Time-Constrained Dynamic Time Warping Classification of Crops Using Sentinel-2 Ovidiu Csillik, Mariana Belgiu, Gregory P. Asner, Remote Sensing Precision AgricultureEnvironmental MonitoringEngineeringLand UseForestry	2019	103
Mapping crop types in complex farming areas using SAR imagery with dynamic time warping Getachew Workineh Gella, W. Bijker, Mariana Belgiu ISPRS Journal of Photogrammetry and Remote Sensing	2021	93
Phenology-based sample generation for supervised crop type classification Mariana Belgiu, W. Bijker, Ovidiu Csillik, International Journal of Applied Earth Observation and Geoinformation	2020	69

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