Stien Heremans

13 papers C 5Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
ChromaFormer: A Scalable and Accurate Transformer Architecture for Land Cover Classification.
CoRR
Mingshi Li, Dusan Grujicic, Ben Somers, Stien Heremans, Steven De Saeger, Matthew B. Blaschko
2024 C conf
Biological Valuation Map of Flanders: A Sentinel-2 Imagery Analysis.
IGARSS
Mingshi Li, Dusan Grujicic, Steven De Saeger, Stien Heremans, Ben Somers, Matthew B. Blaschko
2024 J jnl
Biological Valuation Map of Flanders: A Sentinel-2 Imagery Analysis.
CoRR
Mingshi Li, Dusan Grujicic, Steven De Saeger, Stien Heremans, Ben Somers, Matthew B. Blaschko
2024 J jnl
Field-Level Classification of Winter Catch Crops Using Sentinel-2 Time Series: Model Comparison and Transferability.
Remote. Sens.
Kato Vanpoucke, Stien Heremans, Emily Buls, Ben Somers
2024 C conf
Satellite-Based Mapping of Purple Moor Grass for Wildfire Fuel Load Assessment in Heathlands.
IGARSS
Stien Heremans, Victor Wepener, Ben Somers
2024 J jnl
Temporal Transferability of Tree Species Classification in Temperate Forests with Sentinel-2 Time Series.
Remote. Sens.
Margot Verhulst, Stien Heremans, Matthew B. Blaschko, Ben Somers
2022 J jnl
Urban land cover mapping with Sentinel-2: a spectro-spatio-temporal analysis.
Urban Inform.
Fei Xu, Stien Heremans, Ben Somers
2021 C conf
Remote Sensing and Deep Learning for Environmental Policy Support: From Theory to Practice.
IGARSS
Stien Heremans, Francis Turkelboom, Margot Verhulst, Matthew B. Blaschko, Ben Somers
2018 C conf
Assessing the Ecological Value of Grasslands from Sentinel 2: A Case Study in Flanders.
IGARSS
Stien Heremans, Rob Hillen, Laura Vanierschot, Ben Somers
2016 J jnl
The effect of imposing 'fractional abundance constraints' onto the multilayer perceptron for sub-pixel land cover classification.
Int. J. Appl. Earth Obs. Geoinformation
Stien Heremans, Johan A. K. Suykens, Jos Van Orshoven
2014 — conf
A Procedure for Semi-automatic Segmentation in OBIA Based on the Maximization of a Comparison Index.
ICCSA (1)
Andres Auquilla, Stien Heremans, Pablo Vanegas, Jos Van Orshoven
2012 C conf
Validating sub-pixel classifications: A comparison of approaches using an artificial dataset.
IGARSS
Stien Heremans, Jos Van Orshoven
2011 J jnl
Efficient collection of training data for sub-pixel land cover classification using neural networks.
Int. J. Appl. Earth Obs. Geoinformation
Stien Heremans, Bert Bossyns, Herman Eerens, Jos Van Orshoven