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ORCIDStefan Lang 0001
Person information
- affiliation: University of Salzburg, Department of Geoinformatics, Austria
Other persons with the same name
- Stefan Lang 0002 — Heidelberg University, Interdisciplinary Center for Scientific Computing, Germany
- Stefan Lang 0003 — University of Innsbruck, Department of Statistics, Austria (and 2 more)
- Stefan Lang 0004 — University of Bamberg, Centre of Human Resources Information Systems, Germany
- Stefan Lang 0005 — Research Institute for Optronics and Pattern Recognition (FGAN-FOM), Ettlingen, Germany
- Stefan Lang 0006 — Lund University, Division of Molecular Hematology, Sweden
- Stefan Lang 0007 — University of Stuttgart, Germany
- Stefan Lang 0008 — Technical University of Kaiserslautern, Chair for Energy Systems and Energy Management, Germany
- Stefan Lang 0009 (aka: Stefan T. Lang) — Division of Neurosurgery, Department of Clinical Neurosciences, Calgary, AB, Canada
- Stefan Lang 0010 — MOLIT Institute Heilbronn, Germany
- Stefan Lang 0011 — University of Erlangen-Nuremberg, University Hospital Erlangen, Department of Neuroradiology, Germany
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2020 – today
- 2024
[j33]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): 33 (2024)- [j32]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: 1701-1718 (2024) - [j31]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: 1-18 (2024) - [c11]Getachew Workineh Gella, Stefan Lang:
Deep Learning for Cross-Domain Building Change Detection from Multi-Source Very High-Resolution Satellite Imagery. IGARSS 2024: 421-426 - [c10]Vitória Barbosa Ferreira, David Sheeren, Sébastien Lefèvre, Stefan Lang:
More Labels or Better Labels? A Semantic Segmentation Study Case Using Historical Aerial Images for Tree Delineation. IGARSS 2024: 9604-9608 - 2023
- [j30]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: 103210 (2023) - [c9]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: 818-821 - [c8]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: 1162-1165 - [c7]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: 7168-7171 - 2022
- [j29]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): 689 (2022) - [j28]Omid Ghorbanzadeh, Alessandro Crivellari, Dirk Tiede, Pedram Ghamisi, Stefan Lang:
Mapping Dwellings in IDP/Refugee Settlements Using Deep Learning. Remote. Sens. 14(24): 6382 (2022) - [c6]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: 88-94 - 2021
- [j27]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): 323 (2021) - [j26]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): 4668 (2021) - [j25]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): 1213-1227 (2021) - 2020
- [j24]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): 768-784 (2020) - [j23]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): 832-850 (2020) - [j22]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): 587-601 (2020)
2010 – 2019
- 2019
- [j21]Hannah Augustin, Martin Sudmanns, Dirk Tiede, Stefan Lang, Andrea Baraldi:
Semantic Earth Observation Data Cubes. Data 4(3): 102 (2019) - [j20]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): 474 (2019) - [c5]Barbara Hofer, Stefan Lang, Nicole Ferber:
Future Occupational Profiles in Earth Observation and Geoinformation - Scenarios Resulting from Changing Workflows. AGILE Conference 2019: 349-366 - 2018
- [j19]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: 148-153 (2018) - [j18]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: 248-258 (2018) - [j17]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: 264-271 (2018) - [j16]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): 95-112 (2018) - [j15]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): 488 (2018) - [c4]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: 60:1-60:7 - 2017
- [j14]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: 81-91 (2017) - [j13]Dirk Tiede, Pascal Krafft, Petra Füreder, Stefan Lang:
Stratified Template Matching to Support Refugee Camp Analysis in OBIA Workflows. Remote. Sens. 9(4): 326 (2017) - [i3]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 abs/1701.01930 (2017) - [i2]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 abs/1701.01932 (2017) - [i1]Andrea Baraldi, Dirk Tiede, Stefan Lang:
Automated Linear-Time Detection and Quality Assessment of Superpixels in Uncalibrated True- or False-Color RGB Images. CoRR abs/1701.01940 (2017) - 2016
- [j12]Stefan Lang, Peter Zeil:
Copernicus-Daten und Informationsdienste für alle. AGIT Journal Angew. Geoinformatik 2: 56-61 (2016) - [j11]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: 80-85 (2016) - [j10]Stefan Lang, Petra Füreder, Lorenz Wendt, Edith Rogenhofer:
Fernerkundungsbasierte Informationsdienste für humanitäre Einsätze in Flüchtlingslagern. AGIT Journal Angew. Geoinformatik 2: 86-92 (2016) - 2015
- [j9]Stefan Lang, Paola Mairota, Lena Pernkopf, Emilio Padoa-Schioppa:
Earth observation for habitat mapping and biodiversity monitoring. Int. J. Appl. Earth Obs. Geoinformation 37: 1-6 (2015) - [j8]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: 7-16 (2015) - [j7]Thomas Strasser, Stefan Lang:
Object-based class modelling for multi-scale riparian forest habitat mapping. Int. J. Appl. Earth Obs. Geoinformation 37: 29-37 (2015) - [j6]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: 114-123 (2015) - [c3]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 - 2014
- [j5]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): 559-563 (2014) - [j4]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): 229-234 (2014) - [c2]Thomas Strasser, Stefan Lang:
Multi-temporal VHR coverage of riparian forest habitats - Can we perform better segmentation? IGARSS 2014: 1077-1080 - 2012
- [j3]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: 214-225 (2012) - [j2]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): 1310-1336 (2012) - 2011
- [j1]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): 58-76 (2011) - 2010
- [c1]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: 2-9
Coauthor Index
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