Michael Wurm
Orcid: 0000-0001-5967-1894
According to our database1,
Michael Wurm
authored at least 55 papers
between 2005 and 2024.
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Bibliography
2024
Quantifying Uncertainty in Slum Detection: Advancing Transfer Learning With Limited Data in Noisy Urban Environments.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
2023
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., June, 2023
The Individual Walkable Neighborhood - Evaluating people-centered spatial units focusing on urban density.
Comput. Environ. Urban Syst., 2023
Revealing landslide exposure of informal settlements in Medellín using Deep Learning.
Proceedings of the Joint Urban Remote Sensing Event, 2023
The 'ghost city' phenomenon in China: mapping and categorization at intra-urban scale.
Proceedings of the Joint Urban Remote Sensing Event, 2023
Efficiency of CNNs for Building Extraction: Comparative Analysis of Performance and Time.
Proceedings of the Joint Urban Remote Sensing Event, 2023
Proceedings of the Joint Urban Remote Sensing Event, 2023
Proceedings of the Joint Urban Remote Sensing Event, 2023
Opposing land surface and air temperatures from remote sensing and Citizen Science for quantification of the Urban Heat Island effect.
Proceedings of the Joint Urban Remote Sensing Event, 2023
2022
To be, or not to be <i>'urban'</i>? A multi-modal method for the differentiated measurement of the degree of urbanization.
Comput. Environ. Urban Syst., 2022
2021
Comput. Environ. Urban Syst., 2021
Comput. Environ. Urban Syst., 2021
Spatial factors influencing building age prediction and implications for urban residential energy modelling.
Comput. Environ. Urban Syst., 2021
Deep Learning-Based Generation of Building Stock Data from Remote Sensing for Urban Heat Demand Modeling.
ISPRS Int. J. Geo Inf., 2021
2020
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Uncertainties of Human Perception in Visual Image Interpretation in Complex Urban Environments.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Misperceptions of Predominant Slum Locations? Spatial Analysis of Slum Locations in Terms of Topography Based on Earth Observation Data.
Remote. Sens., 2020
Wie grün sind deutsche Städte? Indikatorgestützte fernerkundliche Erfassung des Stadtgrüns / Indicator-based Remote Sensing Analysis of the Urban Green.
AGIT Journal Angew. Geoinformatik, 2020
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, 2020
Deriving Urban Mass Concentrations Using TanDEM-X and Sentinel-2 Data for the Assessment of Morphological Polycentricity.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
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., 2019
ISPRS Int. J. Geo Inf., 2019
Urbanization between compactness and dispersion: designing a spatial model for measuring 2D binary settlement landscape configurations.
Int. J. Digit. Earth, 2019
Urbanization in China from the end of 1980s until 2010 - spatial dynamics and patterns of growth using EO-data.
Int. J. Digit. Earth, 2019
Modelling the impact of the urban spatial structure on the choice of residential location using 'big earth data' and machine learning.
Proceedings of the Joint Urban Remote Sensing Event, 2019
Europe's socio-economic disparities reflected in settlement patterns derived from satellite data.
Proceedings of the Joint Urban Remote Sensing Event, 2019
Large-scale building extraction in very high-resolution aerial imagery using Mask R-CNN.
Proceedings of the Joint Urban Remote Sensing Event, 2019
Slum Mapping in Imbalanced Remote Sensing Datasets Using Transfer Learned Deep Features.
Proceedings of the Joint Urban Remote Sensing Event, 2019
Proceedings of the Joint Urban Remote Sensing Event, 2019
Proceedings of the Joint Urban Remote Sensing Event, 2019
Sensitivity of slum size distributions as a function of spatial parameters for slum classification.
Proceedings of the Joint Urban Remote Sensing Event, 2019
2018
Are the Poor Digitally Left Behind? Indications of Urban Divides Based on Remote Sensing and Twitter Data.
ISPRS Int. J. Geo Inf., 2018
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, 2018
Designing a Water Supply Network for Slums in Rio de Janeiro Using Mixed-Integer Programming.
Proceedings of the Operations Research Proceedings 2018, 2018
2017
Measuring morphological polycentricity - A comparative analysis of urban mass concentrations using remote sensing data.
Comput. Environ. Urban Syst., 2017
Unsupervised change detection in VHR remote sensing imagery - an object-based clustering approach in a dynamic urban environment.
Int. J. Appl. Earth Obs. Geoinformation, 2017
Exploitation of textural and morphological image features in Sentinel-2A data for slum mapping.
Proceedings of the Joint Urban Remote Sensing Event, 2017
Proceedings of the Joint Urban Remote Sensing Event, 2017
Evaluation of clustering algorithms for unsupervised change detection in VHR remote sensing imagery.
Proceedings of the Joint Urban Remote Sensing Event, 2017
Proceedings of the Joint Urban Remote Sensing Event, 2017
Towards large-area morphologic characterization of urban environments using the TanDEM-X mission and Sentinel-2.
Proceedings of the Joint Urban Remote Sensing Event, 2017
2016
Building Types' Classification Using Shape-Based Features and Linear Discriminant Functions.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
The Physical Density of the City - Deconstruction of the Delusive Density Measure with Evidence from Two European Megacities.
ISPRS Int. J. Geo Inf., 2016
A Comprehensive View on Urban Spatial Structure: Urban Density Patterns of German City Regions.
ISPRS Int. J. Geo Inf., 2016
2015
IEEE Trans. Geosci. Remote. Sens., 2015
Evaluating the use of uncertainty visualization for exploratory analysis of land cover change: A qualitative expert user study.
Comput. Geosci., 2015
Proceedings of the Joint Urban Remote Sensing Event, 2015
Classification of urban structural types with multisource data and structured models.
Proceedings of the Joint Urban Remote Sensing Event, 2015
2014
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., 2014
The global urban footprint - Processing status and cross comparison to existing human settlement products.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2011
Remote Sensing-Based Characterization of Settlement Structures for Assessing Local Potential of District Heat.
Remote. Sens., 2011
Comparison of selected impervious surface products derived from remote sensing data - A case study for the city of Munich.
Proceedings of the Joint Urban Remote Sensing Event, 2011
2007
Generation and webgis representation of landslide susceptibility maps using VHR satellite data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2005
Sizzle: A standards-based end-to-end security architecture for the embedded Internet.
Pervasive Mob. Comput., 2005