Mariana Belgiu

发表

Demography of Twitter Users in the City of London: An Exploratory Spatial Data Analysis Approach

Barbara Hofer, Thomas J. Lampoltshammer, Mariana Belgiu, 2014, CARTOCON.

ImageQuerying - prototypische Implementierung eines Systems zur raumzeitlichen und inhaltsbasierten Satellitenbildsuche und Satellitenbildanalyse

Dirk Tiede, Mariana Belgiu, Martin Sudmanns, 2016, AGIT Journal Angew. Geoinformatik.

Coupling formalized knowledge bases with object-based image analysis

Barbara Hofer, Mariana Belgiu, Peter Hofmann, 2014 .

Automated object-based satellite image time series classification using dynamic time warping : abstract

Mariana Belgiu, Maggi Kelly, Ovidiu Csillik, 2018 .

Sensitivity of multiresolution segmentation to spatial extent

Mariana Belgiu, George Popescu, Lucian Dragut, 2019, Int. J. Appl. Earth Obs. Geoinformation.

Architecture and prototypical implementation of a semantic querying system for big Earth observation image bases

Dirk Tiede, Mariana Belgiu, Martin Sudmanns, 2017, European journal of remote sensing.

Comparing supervised and unsupervised multiresolution segmentation approaches for extracting buildings from very high resolution imagery

Mariana Belgiu, Lucian Drǎguţ, M. Belgiu, 2014, ISPRS journal of photogrammetry and remote sensing : official publication of the International Society for Photogrammetry and Remote Sensing.

Quantitative evaluation of variations in rule-based classifications of land cover in urban neighbourhoods using WorldView-2 imagery

Mariana Belgiu, Josef Strobl, Lucian Drǎguţ, 2014, ISPRS journal of photogrammetry and remote sensing : official publication of the International Society for Photogrammetry and Remote Sensing.

Agent based image analysis (ABIA) - preliminary research results from an implemented framework

Vera Andrejchenko, Thomas Blaschke, Thomas J. Lampoltshammer, 2016 .

Buildings classification from airborne LiDAR point clouds through OBIA and ontology driven approach

Thomas J. Lampoltshammer, Mariana Belgiu, Ivan Tomljenovic, 2013 .

Phenology-based sample generation for supervised crop type classification

Mariana Belgiu, Alfred Stein, Ovidiu Csillik, 2021, Int. J. Appl. Earth Obs. Geoinformation.

Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis

Mariana Belgiu, Ovidiu Csillik, M. Belgiu, 2018 .

Object-Based Time-Constrained Dynamic Time Warping Classification of Crops Using Sentinel-2

Gregory Asner, Mariana Belgiu, Maggi Kelly, 2019, Remote. Sens..

Open Geospatial Education

Mariana Belgiu, Gudrun Wallentin, Josef Strobl, 2015, ISPRS Int. J. Geo Inf..

Ontology-Based Classification of Building Types Detected from Airborne Laser Scanning Data

Thomas Blaschke, Thomas J. Lampoltshammer, Mariana Belgiu, 2014, Remote. Sens..

Random forest in remote sensing: A review of applications and future directions

Mariana Belgiu, Lucian Drăguţ, M. Belgiu, 2016 .

Ontology-based interpretation of Very High Spatial Resolution imageries – grounding ontology on visual interpretation keys

Thomas J. Lampoltshammer, Mariana Belgiu, 2013 .

Spatiotemporal Image Fusion in Remote Sensing

Alfred Stein, Mariana Belgiu, A. Stein, 2019, Remote. Sens..

Cropland mapping from Sentinel-2 time series data using object-based image analysis

Mariana Belgiu, Ovidiu Csillik, O. Csillik, 2017 .

Rodents and satellites: Predicting mice abundance and distribution with Sentinel-2 data

Verónica Andreo, Alfred Stein, Mariana Belgiu, 2019, Ecol. Informatics.

Recommender-based enhancement of discovery in Geoportals

Mariana Belgiu, Manfred Mittlböck, Bernhard Vockner, 2012, Int. J. Spatial Data Infrastructures Res..

ImageQuerying – content-based image and information retrieval system for the analysis of big EO image data

Dirk Tiede, Mariana Belgiu, Martin Sudmanns, 2016 .

Ontologies to interpret remote sensing images: why do we need them?

Damien Arvor, Mariana Belgiu, Zoe Falomir, 2019, GIScience & Remote Sensing.

Introduction to “Geographic information science: a multi-disciplinary and multi-paradigmatic discipline”

Mariana Belgiu, Ourania Kounadi, Michael Leitner, 2014 .

Spatiotemporal enabled Content-based Image Retrieval

Stefan Lang, Mariana Belgiu, Martin Sudmanns, 2016 .

Towards a framework for agent-based image analysis of remote-sensing data

Vera Andrejchenko, Thomas Blaschke, Thomas J. Lampoltshammer, 2015, International journal of image and data fusion.

Geo-Ethics in Slum Mapping

Mariana Belgiu, Sabine Vanhuysse, Taïs Grippa, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Vegetable mapping using fuzzy classification of Dynamic Time Warping distances from time series of Sentinel-1A images

Mariana Belgiu, Wietske Bijker, Mengmeng Li, 2021, Int. J. Appl. Earth Obs. Geoinformation.

HyNutri: Estimating the Nutritional Composition of Wheat from Multi-Temporal Prisma Data

Mariana Belgiu, Mirco Boschetti, Monica Pepe, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Mapping crop types in complex farming areas using SAR imagery with dynamic time warping

Mariana Belgiu, Wietske Bijker, Getachew Workineh Gella, 2021, ISPRS Journal of Photogrammetry and Remote Sensing.

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

Mariana Belgiu, Prasun Kumar Gupta, Shobitha Shetty, 2021, Remote. Sens..

Tree Species Mapping in Tropical Forests Using Hyperspectral Remote Sensing and Machine Learning

Mariana Belgiu, Hitendra Padalia, Prabhakar Alok Verma, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

3D Fully Convolutional Neural Networks with Intersection over Union Loss for Crop Mapping from Multi-Temporal Satellite Images

Alfred Stein, Mariana Belgiu, Sina Mohammadi, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Towards user-driven earth observation-based slum mapping

Mariana Belgiu, Sabine Vanhuysse, Taïs Grippa, 2021, Comput. Environ. Urban Syst..

Automated near real-time earth observation level 2 product generation for semantic querying

Dirk Tiede, Mariana Belgiu, Stefan Lang, 2016 .

Ontology based interpretation of Very High Resolution imageries – grounding ontologies on visual interpretation keys

Mariana Belgiu, M. Belgiu, Austria Mariana. belgiu, 2013 .