Mariana Belgiu

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 citations · Full text

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 citations · Full text

Spatiotemporal Image Fusion in Remote Sensing

Mariana Belgiu, Alfred Stein · Remote Sensing · 2019 · 181 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

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 et al. · Remote Sensing · 2021 · 116 citations · Full text

Data Classification, Image Analysis, Machine Learning +15

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

Mariana Belgiu, Ivan Tomljenović, Thomas J. Lampoltshammer et al. · Remote Sensing · 2014 · 115 citations · Full text

Ontology (Information Science), Engineering, Ontology Engineering +20