Stefan Lang
Orcid: 0000-0003-0619-0098Affiliations:
- University of Salzburg, Department of Geoinformatics, Austria
According to our database1,
Stefan Lang
authored at least 45 papers
between 2010 and 2024.
Collaborative distances:
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Bibliography
2024
Evaluating Geospatial Data Adequacy for Integrated Risk Assessments: A Malaria Risk Use Case.
ISPRS Int. J. Geo Inf., January, 2024
Self-Supervised Variational Autoencoder for Unsupervised Object Counting from Very-High-Resolution Satellite Imagery: Applications in Dwelling Extraction in FDP Settlement Areas.
IEEE Trans. Geosci. Remote. Sens., 2024
Unsupervised Domain Adaptation for Instance Segmentation: Extracting Dwellings in Temporary Settlements Across Various Geographical Settings.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
2023
Spatially transferable dwelling extraction from Multi-Sensor imagery in IDP/Refugee Settlements: A meta-Learning approach.
Int. J. Appl. Earth Obs. Geoinformation, March, 2023
Deep Learning Powered Non-Local Speckle Filtering of Sentinel-1 Imagery and its Potential for Humanitarian Action.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Variational Autoencoders for Unsupervised Object Counting from VHR Imagery: Applications in Dwelling Extraction from Forcibly Displaced People Settlement Areas.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Detecting Land Cover Changes between Satellite Image Time Series by Exploiting Self-Supervised Representation Learning Capabilities.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Remote. Sens., December, 2022
Mapping of Dwellings in IDP/Refugee Settlements from Very High-Resolution Satellite Imagery Using a Mask Region-Based Convolutional Neural Network.
Remote. Sens., 2022
Comparing the robustness of U-Net, LinkNet, and FPN towards label noise for refugee dwelling extraction from satellite imagery.
Proceedings of the IEEE Global Humanitarian Technology Conference, 2022
2021
Mask R-CNN-based building extraction from VHR satellite data in operational humanitarian action: An example related to Covid-19 response in Khartoum, Sudan.
Trans. GIS, 2021
Crop Type Mapping from Optical and Radar Time Series Using Attention-Based Deep Learning.
Remote. Sens., 2021
Evaluating the Representativeness of Socio-Demographic Variables over Time for Geo-Social Media Data.
ISPRS Int. J. Geo Inf., 2021
2020
Complementing the European earth observation and geographic information body of knowledge with a business-oriented perspective.
Trans. GIS, 2020
Big Earth data: disruptive changes in Earth observation data management and analysis?
Int. J. Digit. Earth, 2020
Assessing global Sentinel-2 coverage dynamics and data availability for operational Earth observation (EO) applications using the EO-Compass.
Int. J. Digit. Earth, 2020
2019
Geobia Achievements and Spatial Opportunities in the Era of Big Earth Observation Data.
ISPRS Int. J. Geo Inf., 2019
Future Occupational Profiles in Earth Observation and Geoinformation - Scenarios Resulting from Changing Workflows.
Proceedings of the Geospatial Technologies for Local and Regional Development, 2019
2018
Comparison of Independent Component Analysis, Principal Component Analysis, and Minimum Noise Fraction Transformation for Tree Species Classification Using APEX Hyperspectral Imagery.
ISPRS Int. J. Geo Inf., 2018
Semantic and syntactic interoperability in online processing of big Earth observation data.
Int. J. Digit. Earth, 2018
Bevölkerungsabschätzung in Städten anhand von Stereo-Bildpaarungen, die nicht am selben Tag aufgenommen wurdenPopulation Estimation in Urban Areas Based on "Mixed/Cross" Stereo Models.
AGIT Journal Angew. Geoinformatik, 2018
Voranalysen von Sentinel-2-Zeitreihen als Basis für fernerkundungsgestützte Biotopkartierungen in der AlpinzonePreliminary Analysis of Sentinel-2 Time Series for EO-based Biotope Mapping in the Alpine Zone.
AGIT Journal Angew. Geoinformatik, 2018
Modellierung und Darstellung der Anpassungsfähigkeit an die Folgen des Klimawandels in der historischen Tourismusregion Salzkammergut, ÖsterreichSpatial Modelling of Climate Change Adaptability - A Case Study in the Tourism Region Salzkammergut, Austria.
AGIT Journal Angew. Geoinformatik, 2018
Proceedings of the 10th International Conference on Geographic Information Science, 2018
2017
Remote. Sens., 2017
Automated Linear-Time Detection and Quality Assessment of Superpixels in Uncalibrated True- or False-Color RGB Images.
CoRR, 2017
Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 2 Validation.
CoRR, 2017
Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 1 Theory.
CoRR, 2017
2.5D change detection from satellite imagery to monitor small-scale mining activities in the Democratic Republic of the Congo.
Int. J. Appl. Earth Obs. Geoinformation, 2017
2016
ImageQuerying - prototypische Implementierung eines Systems zur raumzeitlichen und inhaltsbasierten Satellitenbildsuche und Satellitenbildanalyse.
AGIT Journal Angew. Geoinformatik, 2016
AGIT Journal Angew. Geoinformatik, 2016
Fernerkundungsbasierte Informationsdienste für humanitäre Einsätze in Flüchtlingslagern.
AGIT Journal Angew. Geoinformatik, 2016
2015
Int. J. Appl. Earth Obs. Geoinformation, 2015
A composite indicator for assessing habitat quality of riparian forests derived from Earth observation data.
Int. J. Appl. Earth Obs. Geoinformation, 2015
Int. J. Appl. Earth Obs. Geoinformation, 2015
Remote sensing for mapping natural habitats and their conservation status - New opportunities and challenges.
Int. J. Appl. Earth Obs. Geoinformation, 2015
Proceedings of the 12th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2015
2014
Modeling Hotspots of Climate Change in the Sahel Using Object-Based Regionalization of Multidimensional Gridded Datasets.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Multiscale Object Feature Library for Habitat Quality Monitoring in Riparian Forests.
IEEE Geosci. Remote. Sens. Lett., 2014
Multi-temporal VHR coverage of riparian forest habitats - Can we perform better segmentation?
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2012
A Semi-Automated Object-Based Approach for Landslide Detection Validated by Persistent Scatterer Interferometry Measures and Landslide Inventories.
Remote. Sens., 2012
Spatial and thematic assessment of object-based forest stand delineation using an OFA-matrix.
Int. J. Appl. Earth Obs. Geoinformation, 2012
2011
Int. J. Digit. Earth, 2011
2010
The GEOSS - ENERGEO portal: towards an interactive platform to calculate, forecast and monitor the environmental impact of energy carriers.
Proceedings of the Integration of Environmental Information in Europe: Proceedings of the 24th International Conference on Informatics for Environmental Protection, 2010