Stefan Lang

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 38

Top Topics

Earth Observation

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

AGIT Journal Angew. Geoinformatik

ISPRS Int. J. Geo Inf.

Publications

Getachew Workineh Gella, Charlotte Pelletier, Sébastien Lefèvre, Lorenz Wendt, Dirk Tiede, Stefan Lang
Unsupervised Domain Adaptation for Instance Segmentation: Extracting Dwellings in Temporary Settlements Across Various Geographical Settings. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Getachew Workineh Gella, Hugo Gangloff, Lorenz Wendt, Dirk Tiede, Stefan Lang
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. 62 (2024)
Linda Petutschnig, Thomas Clemen, E. Sophia Klaußner, Ulfia Clemen, Stefan Lang
Evaluating Geospatial Data Adequacy for Integrated Risk Assessments: A Malaria Risk Use Case. ISPRS Int. J. Geo Inf. 13 (2) (2024)
Getachew Workineh Gella, Hugo Gangloff, Lorenz Wendt, Dirk Tiede, Stefan Lang
Variational Autoencoders for Unsupervised Object Counting from VHR Imagery: Applications in Dwelling Extraction from Forcibly Displaced People Settlement Areas. IGARSS (2023)
Niklas Jaggy, Getachew Workineh Gella, Zahra Dabiri, Stefan Lang, Lorenz Wendt, Andreas Braun
Deep Learning Powered Non-Local Speckle Filtering of Sentinel-1 Imagery and its Potential for Humanitarian Action. IGARSS (2023)
Getachew Workineh Gella, Dirk Tiede, Stefan Lang, Lorenz Wendit, Yunya Gao
Spatially transferable dwelling extraction from Multi-Sensor imagery in IDP/Refugee Settlements: A meta-Learning approach. Int. J. Appl. Earth Obs. Geoinformation 117 (2023)
Adebowale Daniel Adebayo, Charlotte Pelletier, Stefan Lang, Silvia Valero
Detecting Land Cover Changes between Satellite Image Time Series by Exploiting Self-Supervised Representation Learning Capabilities. IGARSS (2023)
Omid Ghorbanzadeh, Alessandro Crivellari, Dirk Tiede, Pedram Ghamisi, Stefan Lang
Mapping Dwellings in IDP/Refugee Settlements Using Deep Learning. Remote. Sens. 14 (24) (2022)
Yunya Gao, Stefan Lang, Dirk Tiede, Getachew Workineh Gella, Lorenz Wendt
Comparing the robustness of U-Net, LinkNet, and FPN towards label noise for refugee dwelling extraction from satellite imagery. GHTC (2022)
Getachew Workineh Gella, Lorenz Wendt, Stefan Lang, Dirk Tiede, Barbara Hofer, Yunya Gao, Andreas Braun
Mapping of Dwellings in IDP/Refugee Settlements from Very High-Resolution Satellite Imagery Using a Mask Region-Based Convolutional Neural Network. Remote. Sens. 14 (3) (2022)
Stella Ofori-Ampofo, Charlotte Pelletier, Stefan Lang
Crop Type Mapping from Optical and Radar Time Series Using Attention-Based Deep Learning. Remote. Sens. 13 (22) (2021)
Dirk Tiede, Gina Schwendemann, Ahmad Alobaidi, Lorenz Wendt, Stefan Lang
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 25 (3) (2021)
Andreas Petutschnig, Bernd Resch, Stefan Lang, Clemens Havas
Evaluating the Representativeness of Socio-Demographic Variables over Time for Geo-Social Media Data. ISPRS Int. J. Geo Inf. 10 (5) (2021)
Martin Sudmanns, Dirk Tiede, Hannah Augustin, Stefan Lang
Assessing global Sentinel-2 coverage dynamics and data availability for operational Earth observation (EO) applications using the EO-Compass. Int. J. Digit. Earth 13 (7) (2020)
Barbara Hofer, Sven Casteleyn, Estefanía Aguilar-Moreno, Eva-Maria Missoni-Steinbacher, Florian Albrecht, Rob Lemmens, Stefan Lang, Jochen Albrecht, Martyna A. Stelmaszczuk-Górska, Glenn Vancauwenberghe, Aida Monfort-Muriach
Complementing the European earth observation and geographic information body of knowledge with a business-oriented perspective. Trans. GIS 24 (3) (2020)
Martin Sudmanns, Dirk Tiede, Stefan Lang, Helena Bergstedt, Georg Trost, Hannah Augustin, Andrea Baraldi, Thomas Blaschke
Big Earth data: disruptive changes in Earth observation data management and analysis? Int. J. Digit. Earth 13 (7) (2020)
Stefan Lang, Geoffrey J. Hay, Andrea Baraldi, Dirk Tiede, Thomas Blaschke
Geobia Achievements and Spatial Opportunities in the Era of Big Earth Observation Data. ISPRS Int. J. Geo Inf. 8 (11) (2019)
Hannah Augustin, Martin Sudmanns, Dirk Tiede, Stefan Lang, Andrea Baraldi
Semantic Earth Observation Data Cubes. Data 4 (3) (2019)
Barbara Hofer, Stefan Lang, Nicole Ferber
Future Occupational Profiles in Earth Observation and Geoinformation - Scenarios Resulting from Changing Workflows. AGILE Conference (2019)
Thomas Strasser, Stefan Lang, Anna K. Luidold, Gregory Egger, Kerstin Kulessa
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 4 (2018)
Martin Sudmanns, Stefan Lang, Dirk Tiede, Christian Werner, Hannah Augustin, Andrea Baraldi
Abstract Data Types for Spatio-Temporal Remote Sensing Analysis (Short Paper). GIScience (2018)
Zahra Dabiri, Stefan Lang
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. 7 (12) (2018)
Martin Sudmanns, Dirk Tiede, Stefan Lang, Andrea Baraldi
Semantic and syntactic interoperability in online processing of big Earth observation data. Int. J. Digit. Earth 11 (1) (2018)
Stefan Berger, Stefan Lang, Lena Pernkopf
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 4 (2018)
Lorenz Wendt, Thomas Krauß, Pablo d'Angelo, Dirk Tiede, Sebastian d'Oleire-Oltmanns, Kerstin Kulessa, Klaus Steinnocher, Bruno Chatenoux, Andrea de Bono, Stefan Lang
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 4 (2018)
Andrea Baraldi, Michael Laurence Humber, Dirk Tiede, Stefan Lang
Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 2 Validation. CoRR (2017)
Olaf Kranz, Stefan Lang, Elisabeth Schoepfer
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 61 (2017)
Andrea Baraldi, Dirk Tiede, Stefan Lang
Automated Linear-Time Detection and Quality Assessment of Superpixels in Uncalibrated True- or False-Color RGB Images. CoRR (2017)
Andrea Baraldi, Michael Laurence Humber, Dirk Tiede, Stefan Lang
Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 1 Theory. CoRR (2017)
Dirk Tiede, Pascal Krafft, Petra Füreder, Stefan Lang
Stratified Template Matching to Support Refugee Camp Analysis in OBIA Workflows. Remote. Sens. 9 (4) (2017)
Dirk Tiede, Martin Sudmanns, Andrea Baraldi, Mariana Belgiu, Stefan Lang
ImageQuerying - prototypische Implementierung eines Systems zur raumzeitlichen und inhaltsbasierten Satellitenbildsuche und Satellitenbildanalyse. AGIT Journal Angew. Geoinformatik 2 (2016)
Stefan Lang, Petra Füreder, Lorenz Wendt, Edith Rogenhofer
Fernerkundungsbasierte Informationsdienste für humanitäre Einsätze in Flüchtlingslagern. AGIT Journal Angew. Geoinformatik 2 (2016)
Stefan Lang, Peter Zeil
Copernicus-Daten und Informationsdienste für alle. AGIT Journal Angew. Geoinformatik 2 (2016)
Petra Füreder, Stefan Lang, Michael Hagenlocher, Dirk Tiede, Lorenz Wendt, Edith Rogenhofer
Earth observation and GIS to support humanitarian operations in refugee/IDP camps. ISCRAM (2015)
Christina Corbane, Stefan Lang, Kyle Pipkins, Samuel Alleaume, Michel Deshayes, Virginia Elena García Millán, Thomas Strasser, Jeroen Vanden Borre, Toon Spanhove, Michael Förster
Remote sensing for mapping natural habitats and their conservation status - New opportunities and challenges. Int. J. Appl. Earth Obs. Geoinformation 37 (2015)
Barbara Riedler, Lena Pernkopf, Thomas Strasser, Stefan Lang, Geoff Smith
A composite indicator for assessing habitat quality of riparian forests derived from Earth observation data. Int. J. Appl. Earth Obs. Geoinformation 37 (2015)
Thomas Strasser, Stefan Lang
Object-based class modelling for multi-scale riparian forest habitat mapping. Int. J. Appl. Earth Obs. Geoinformation 37 (2015)
Stefan Lang, Paola Mairota, Lena Pernkopf, Emilio Padoa-Schioppa
Earth observation for habitat mapping and biodiversity monitoring. Int. J. Appl. Earth Obs. Geoinformation 37 (2015)
Michael Hagenlocher, Stefan Lang, Daniel Hölbling, Dirk Tiede, Stefan Kienberger
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. 7 (1) (2014)
Thomas Strasser, Stefan Lang
Multi-temporal VHR coverage of riparian forest habitats - Can we perform better segmentation? IGARSS (2014)
Thomas Strasser, Stefan Lang, Barbara Riedler, Lena Pernkopf, K. Paccagnel
Multiscale Object Feature Library for Habitat Quality Monitoring in Riparian Forests. IEEE Geosci. Remote. Sens. Lett. 11 (2) (2014)
Daniel Hölbling, Petra Füreder, Francesco Antolini, Francesca Cigna, Nicola Casagli, Stefan Lang
A Semi-Automated Object-Based Approach for Landslide Detection Validated by Persistent Scatterer Interferometry Measures and Landslide Inventories. Remote. Sens. 4 (5) (2012)
Ana Hernando, Dirk Tiede, Florian Albrecht, Stefan Lang
Spatial and thematic assessment of object-based forest stand delineation using an OFA-matrix. Int. J. Appl. Earth Obs. Geoinformation 19 (2012)
Michal Shimoni, Michele Crosetto, Stefan Lang, Philippe Bally, François Boubila
The independent service validation in GMES RESPOND: the flood validation exercise. Int. J. Digit. Earth 4 (Supplement-1) (2011)
Thomas Blaschke, Manfred Mittlböck, Markus Biberacher, Sabine Gadocha, Bernhard Vockner, Barbara Hochwimmer, Stefan Lang
The GEOSS - ENERGEO portal: towards an interactive platform to calculate, forecast and monitor the environmental impact of energy carriers. EnviroInfo (2010)