Michael Wurm

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 46

Top Topics

Unsupervised Change Detection

Discriminant Functions

Spatial Analysis

Top Venues

Comput. Environ. Urban Syst.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

ISPRS Int. J. Geo Inf.

Publications

Thomas Stark, Michael Wurm, Xiaoxiang Zhu, Hannes Taubenböck
Quantifying Uncertainty in Slum Detection: Advancing Transfer Learning With Limited Data in Noisy Urban Environments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Ariane Droin, Michael Wurm, Matthias Weigand, Carsten Gawlas, Manuel Köberl, Hannes Taubenböck
How does pedestrian permeability vary in and across cities? A fine-grained assessment for all large cities in Germany. Comput. Environ. Urban Syst. 110 (2024)
Jeroen Staab, Thomas Stark, Michael Wurm, Kathrin Wolf, Marco Dallavalle, Arthur Schady, Tobia Lakes, Hannes Taubenböck
Using CNNs on Sentinel-2 data for road traffic noise modelling. JURSE (2023)
Dorothee Stiller, Thomas Stark, Verena Strobl, Maike Leupold, Michael Wurm, Hannes Taubenböck
Efficiency of CNNs for Building Extraction: Comparative Analysis of Performance and Time. JURSE (2023)
Michael Wurm, Raphael Tubbesing, Thomas Stark, Marlene Kühnl, Marta Sapena, Wolfgang Sulzer, Hannes Taubenböck
Revealing landslide exposure of informal settlements in Medellín using Deep Learning. JURSE (2023)
Ariane Droin, Michael Wurm, Hannes Taubenböck
The Individual Walkable Neighborhood - Evaluating people-centered spatial units focusing on urban density. Comput. Environ. Urban Syst. 99 (2023)
Tobias Leichtle, Sophia Helgert, Matthias Müller, Jana Handschuh, Thilo Erbertseder, Michael Wurm, Hannes Taubenböck
Opposing land surface and air temperatures from remote sensing and Citizen Science for quantification of the Urban Heat Island effect. JURSE (2023)
Hannes Taubenböck, Lifeng Shi, Tobias Leichtle, Shihong Du, Michael Wurm
The 'ghost city' phenomenon in China: mapping and categorization at intra-urban scale. JURSE (2023)
Thomas Stark, Michael Wurm, Xiao Xiang Zhu, Hannes Taubenböck
Detecting challenging urban environments using a few-shot meta-learning approach. JURSE (2023)
Ines Standfuß, Christian Geiß, Marlene Kühnl, Ariane Droin, Johannes Mast, Michael Wurm, Stefan Siedentop, Bastian Heider, Hannes Taubenböck
In the tension between large-scale analysis and accuracy - Identifying and analysing intra-urban (sub-)centre structures comparing official 3D-building models and TanDEM-X nDSMs. Comput. Environ. Urban Syst. 102 (2023)
Hannes Taubenböck, Ariane Droin, Ines Standfuß, Fabian Dosch, N. Sander, A. Milbert, S. Eichfuss, Michael Wurm
? A multi-modal method for the differentiated measurement of the degree of urbanization. Comput. Environ. Urban Syst. 95 (2022)
Oana M. Garbasevschi, Jacob Estevam Schmiedt, Trivik Verma, Iulia Lefter, Willem K. Korthals Altes, Ariane Droin, Björn Schiricke, Michael Wurm
Spatial factors influencing building age prediction and implications for urban residential energy modelling. Comput. Environ. Urban Syst. 88 (2021)
Hannes Taubenböck, M. Reiter, Fabian Dosch, Tobias Leichtle, Matthias Weigand, Michael Wurm
Which city is the greenest? A multi-dimensional deconstruction of city rankings. Comput. Environ. Urban Syst. 89 (2021)
Marta Sapena, Michael Wurm, Hannes Taubenböck, Devis Tuia, Luis Ángel Ruiz Fernández
Estimating quality of life dimensions from urban spatial pattern metrics. Comput. Environ. Urban Syst. 85 (2021)
Michael Wurm, Ariane Droin, Thomas Stark, Christian Geiß, Wolfgang Sulzer, Hannes Taubenböck
Deep Learning-Based Generation of Building Stock Data from Remote Sensing for Urban Heat Demand Modeling. ISPRS Int. J. Geo Inf. 10 (1) (2021)
Lisa Eichler, Tobias Krüger, Gotthard Meinel, Julia Tenikl, Michael Wurm
Wie grün sind deutsche Städte? Indikatorgestützte fernerkundliche Erfassung des Stadtgrüns / Indicator-based Remote Sensing Analysis of the Urban Green. AGIT Journal 6 (2020)
Inken Müller, Hannes Taubenböck, Monika Kuffer, Michael Wurm
Misperceptions of Predominant Slum Locations? Spatial Analysis of Slum Locations in Terms of Topography Based on Earth Observation Data. Remote. Sens. 12 (15) (2020)
Thomas Stark, Michael Wurm, Xiao Xiang Zhu, Hannes Taubenböck
Satellite-Based Mapping of Urban Poverty With Transfer-Learned Slum Morphologies. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Matthias Weigand, Jeroen Staab, Michael Wurm, Hannes Taubenböck
Spatial and semantic effects of LUCAS samples on fully automated land use/land cover classification in high-resolution Sentinel-2 data. Int. J. Appl. Earth Obs. Geoinformation 88 (2020)
Ines Standfuß, Christian Geiß, Marlene Kühnl, Michael Wurm, Hannes Taubenböck, Stefan Siedentop, Bastian Heider
Deriving Urban Mass Concentrations Using TanDEM-X and Sentinel-2 Data for the Assessment of Morphological Polycentricity. IGARSS (2020)
Nicolas Johannes Kraff, Michael Wurm, Hannes Taubenböck
Uncertainties of Human Perception in Visual Image Interpretation in Complex Urban Environments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Michael Wurm, Matthias Weigand, Thomas Stark, Jan Goebel, Gert G. Wagner, Hannes Taubenböck
Modelling the impact of the urban spatial structure on the choice of residential location using 'big earth data' and machine learning. JURSE (2019)
Hannes Taubenböck, Felix Dahle, Christian Geiß, Michael Wurm
Europe's socio-economic disparities reflected in settlement patterns derived from satellite data. JURSE (2019)
Lifeng Shi, Hannes Taubenböck, Zengxiang Zhang, Fang Liu, Michael Wurm
Urbanization in China from the end of 1980s until 2010 - spatial dynamics and patterns of growth using EO-data. Int. J. Digit. Earth 12 (1) (2019)
Christian Geiß, Tobias Leichtle, Michael Wurm, Patrick Aravena Pelizari, Ines Standfuß, Xiao Xiang Zhu, Emily So, Stefan Siedentop, Thomas Esch, Hannes Taubenböck
Large-Area Characterization of Urban Morphology - Mapping of Built-Up Height and Density Using TanDEM-X and Sentinel-2 Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (8) (2019)
Dorothee Stiller, Thomas Stark, Michael Wurm, Stefan W. Dech, Hannes Taubenböck
Large-scale building extraction in very high-resolution aerial imagery using Mask R-CNN. JURSE (2019)
Matthias Weigand, Michael Wurm, Stefan W. Dech, Hannes Taubenböck
Remote Sensing in Environmental Justice Research - A Review. ISPRS Int. J. Geo Inf. 8 (1) (2019)
John Friesen, Christoph Knoche, Jakob Hartig, Peter F. Pelz, Hannes Taubenböck, Michael Wurm
Sensitivity of slum size distributions as a function of spatial parameters for slum classification. JURSE (2019)
Nicolas Johannes Kraff, Hannes Taubenböck, Michael Wurm
How dynamic are slums? EO-based assessment of Kibera's morphologic transformation. JURSE (2019)
Thomas Stark, Michael Wurm, Hannes Taubenböck, Xiao Xiang Zhu
Slum Mapping in Imbalanced Remote Sensing Datasets Using Transfer Learned Deep Features. JURSE (2019)
Hannes Taubenböck, Michael Wurm, Christian Geiß, Stefan W. Dech, Stefan Siedentop
Urbanization between compactness and dispersion: designing a spatial model for measuring 2D binary settlement landscape configurations. Int. J. Digit. Earth 12 (6) (2019)
John Friesen, Michaela Lestakova, Jens Kaltenmorgen, Suwaythan Nahaganeshan, Peter F. Pelz, Hannes Taubenböck, Michael Wurm
Size Distributions for Morphological Slums in Asia and South America. JURSE (2019)
Hannes Taubenböck, Jeroen Staab, Xiao Xiang Zhu, Christian Geiß, Stefan W. Dech, Michael Wurm
Are the Poor Digitally Left Behind? Indications of Urban Divides Based on Remote Sensing and Twitter Data. ISPRS Int. J. Geo Inf. 7 (8) (2018)
Marvin Meck, Lea Rausch, John Friesen, Michael Wurm, Hannes Taubenböck, Lena C. Altherr, Peter F. Pelz
Designing a Water Supply Network for Slums in Rio de Janeiro Using Mixed-Integer Programming. OR (2018)
Andreas Schmitt, Tobias Sieg, Michael Wurm, Hannes Taubenböck
Investigation on the separability of slums by multi-aspect TerraSAR-X dual-co-polarized high resolution spotlight images based on the multi-scale evaluation of local distributions. Int. J. Appl. Earth Obs. Geoinformation 64 (2018)
Martin Klotz, Michael Wurm, Xiaoxiang Zhu, Hannes Taubenböck
Digital deserts on the ground and from space. JURSE (2017)
Michael Wurm, Matthias Weigand, Andreas Schmitt, Christian Geiss, Hannes Taubenböck
Exploitation of textural and morphological image features in Sentinel-2A data for slum mapping. JURSE (2017)
Hannes Taubenböck, Ines Standfuß, Michael Wurm, Angelika Krehl, Stefan Siedentop
Measuring morphological polycentricity - A comparative analysis of urban mass concentrations using remote sensing data. Comput. Environ. Urban Syst. 64 (2017)
Tobias Leichtle, Christian Geiss, Michael Wurm, Tobia Lakes, Hannes Taubenböck
Unsupervised change detection in VHR remote sensing imagery - an object-based clustering approach in a dynamic urban environment. Int. J. Appl. Earth Obs. Geoinformation 54 (2017)
Christian Geiss, Michael Wurm, Hannes Taubenböck
Towards large-area morphologic characterization of urban environments using the TanDEM-X mission and Sentinel-2. JURSE (2017)
Tobias Leichtle, Christian Geiss, Michael Wurm, Tobia Lakes, Hannes Taubenböck
Evaluation of clustering algorithms for unsupervised change detection in VHR remote sensing imagery. JURSE (2017)
Hannes Taubenböck, Philipp Bauer, Christian Geiss, Michael Wurm
Mega-regions in China. JURSE (2017)
Devis Tuia, Gabriele Moser, Michael Wurm, Hannes Taubenböck
Land use modeling in North Rhine-Westphalia with interaction and scaling laws. JURSE (2017)
Hannes Taubenböck, Ines Standfuß, Martin Klotz, Michael Wurm
The Physical Density of the City - Deconstruction of the Delusive Density Measure with Evidence from Two European Megacities. ISPRS Int. J. Geo Inf. 5 (11) (2016)
Angelika Krehl, Stefan Siedentop, Hannes Taubenböck, Michael Wurm
A Comprehensive View on Urban Spatial Structure: Urban Density Patterns of German City Regions. ISPRS Int. J. Geo Inf. 5 (6) (2016)
Michael Wurm, Andreas Schmitt, Hannes Taubenböck
Building Types' Classification Using Shape-Based Features and Linear Discriminant Functions. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (5) (2016)
Christoph Kinkeldey, Jochen Schiewe, Henning Gerstmann, Christian Götze, Oleksandr Kit, Matthias Lüdeke, Hannes Taubenböck, Michael Wurm
Evaluating the use of uncertainty visualization for exploratory analysis of land cover change: A qualitative expert user study. Comput. Geosci. 84 (2015)
Arnaud Poncet Montanges, Gabriele Moser, Hannes Taubenböck, Michael Wurm, Devis Tuia
Classification of urban structural types with multisource data and structured models. JURSE (2015)
Christian Geiss, Michael Wurm, Markus Breunig, Andreas Felbier, Hannes Taubenböck
Normalization of TanDEM-X DSM Data in Urban Environments With Morphological Filters. IEEE Trans. Geosci. Remote. Sens. 53 (8) (2015)
Michael Wurm, Hannes Taubenböck, Jan Goebel, Gert G. Wagner
At the edge of the city center. JURSE (2015)
Michael Wurm, Pablo d'Angelo, Peter Reinartz, Hannes Taubenböck
Investigating the Applicability of Cartosat-1 DEMs and Topographic Maps to Localize Large-Area Urban Mass Concentrations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (10) (2014)
Andreas Felbier, Thomas Esch, Wieke Heldens, Mattia Marconcini, Julian Zeidler, Achim Roth, Martin Klotz, Michael Wurm, Hannes Taubenböck
The global urban footprint - Processing status and cross comparison to existing human settlement products. IGARSS (2014)
Christian Geiss, Michael Wurm, Hannes Taubenböck, Wieke Heldens, Thomas Esch
Comparison of selected impervious surface products derived from remote sensing data - A case study for the city of Munich. JURSE (2011)
Christian Geiß, Hannes Taubenböck, Michael Wurm, Thomas Esch, Michael Nast, Christoph Schillings, Thomas Blaschke
Remote Sensing-Based Characterization of Settlement Structures for Assessing Local Potential of District Heat. Remote. Sens. 3 (7) (2011)
Klaus Granica, Michael Almer, Manuela Hirschmugl, Herwig Proske, Michael Wurm, Michael Schnabel, L. W. Kenyi, Mathias Schardt
Generation and webgis representation of landslide susceptibility maps using VHR satellite data. IGARSS (2007)
Vipul Gupta, Michael Wurm, Yu Zhu, Matthew Millard, Stephen Fung, Nils Gura, Hans Eberle, Sheueling Chang Shantz
Sizzle: A standards-based end-to-end security architecture for the embedded Internet. Pervasive Mob. Comput. 1 (4) (2005)