Mariana Belgiu

According to our database, Mariana Belgiu authored at least 21 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Few-Shot Learning for Crop Mapping from Satellite Image Time Series.

Sina Mohammadi, Mariana Belgiu, Alfred Stein

Remote. Sens., March, 2024

2023

Task Agnostic Cost Prediction Module for Semantic Labeling in Active Learning.

Srikumar Sastry, Nathan Jacobs, Mariana Belgiu, Raian Vargas Maretto

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

A spatial statistical study of the distribution of Sardinian nuraghes.

Alfred Stein, Claudio Detotto, Mariana Belgiu

Ann. GIS, 2022

Assessing the generalization capability of deep learning networks for aerial image classification using landscape metrics.

Caroline M. Gevaert, Mariana Belgiu

Int. J. Appl. Earth Obs. Geoinformation, 2022

2021

Towards user-driven earth observation-based slum mapping.

Maxwell Owusu, Monika Kuffer, Mariana Belgiu, Taïs Grippa, Moritz Lennert, Stefanos Georganos, Sabine Vanhuysse

Comput. Environ. Urban Syst., 2021

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, S. K. Srivastav

Remote. Sens., 2021

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

Wisdom Simataa Moola, Wietske Bijker, Mariana Belgiu, Mengmeng Li

Int. J. Appl. Earth Obs. Geoinformation, 2021

Phenology-based sample generation for supervised crop type classification.

Mariana Belgiu, Wietske Bijker, Ovidiu Csillik, Alfred Stein

Int. J. Appl. Earth Obs. Geoinformation, 2021

Geo-Ethics in Slum Mapping.

Maxwell Owusu, Monika Kuffer, Mariana Belgiu, Taïs Grippa, Moritz Lennert, Stefanos Georganos, Sabine Vanhuysse

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

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

Sina Mohammadi, Mariana Belgiu, Alfred Stein

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

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

Mariana Belgiu, Michael T. Marshall, Mirco Boschetti, Monica Pepe, Alfred Stein, Caroline Lievens

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

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

Anushree Badola, Hitendra Padalia, Mariana Belgiu, Prabhakar Alok Verma

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2019

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

Ovidiu Csillik, Mariana Belgiu, Gregory P. Asner, Maggi Kelly

Remote. Sens., 2019

Spatiotemporal Image Fusion in Remote Sensing.

Mariana Belgiu, Alfred Stein

Remote. Sens., 2019

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

Verónica Andreo, Mariana Belgiu, Diana Brito Hoyos, Frank B. Osei, Cecilia Provensal, Alfred Stein

Ecol. Informatics, 2019

Sensitivity of multiresolution segmentation to spatial extent.

Lucian Dragut, Mariana Belgiu, George Popescu, Peter Bandura

Int. J. Appl. Earth Obs. Geoinformation, 2019

2016

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

Dirk Tiede, Martin Sudmanns, Andrea Baraldi, Mariana Belgiu, Stefan Lang

AGIT Journal Angew. Geoinformatik, 2016

2015

Open Geospatial Education.

Mariana Belgiu, Josef Strobl, Gudrun Wallentin

ISPRS Int. J. Geo Inf., 2015

2014

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

Mariana Belgiu, Ivan Tomljenovic, Thomas J. Lampoltshammer, Thomas Blaschke, Bernhard Höfle

Remote. Sens., 2014

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

Barbara Hofer, Thomas J. Lampoltshammer, Mariana Belgiu

Proceedings of the Modern Trends in Cartography, 2014

2012

Recommender-based enhancement of discovery in Geoportals.

Bernhard Vockner, Mariana Belgiu, Manfred Mittlboeck

Int. J. Spatial Data Infrastructures Res., 2012