Stefan Lang

Orcid: 0000-0003-0619-0098

Affiliations:
  • University of Salzburg, Department of Geoinformatics, Austria


According to our database1, Stefan Lang authored at least 47 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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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

Deep Learning for Cross-Domain Building Change Detection from Multi-Source Very High-Resolution Satellite Imagery.
Proceedings of the IGARSS 2024, 2024

More Labels or Better Labels? A Semantic Segmentation Study Case Using Historical Aerial Images for Tree Delineation.
Proceedings of the IGARSS 2024, 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
Mapping Dwellings in IDP/Refugee Settlements Using Deep Learning.
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

Semantic Earth Observation Data Cubes.
Data, 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

Abstract Data Types for Spatio-Temporal Remote Sensing Analysis (Short Paper).
Proceedings of the 10th International Conference on Geographic Information Science, 2018

2017
Stratified Template Matching to Support Refugee Camp Analysis in OBIA Workflows.
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

Copernicus-Daten und Informationsdienste für alle.
AGIT Journal Angew. Geoinformatik, 2016

Fernerkundungsbasierte Informationsdienste für humanitäre Einsätze in Flüchtlingslagern.
AGIT Journal Angew. Geoinformatik, 2016

2015
Object-based class modelling for multi-scale riparian forest habitat mapping.
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

Earth observation for habitat mapping and biodiversity monitoring.
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

Earth observation and GIS to support humanitarian operations in refugee/IDP camps.
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
The independent service validation in GMES RESPOND: the flood validation exercise.
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


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