Hannes Taubenböck

150 papers C 12Journal 78Unranked 60

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Co-occurrence network analysis of urban acoustic environments: Structural archetypes and perceived quality. Comput. Environ. Urban Syst. Nils Karges, Timo Haselhoff, Hannes Taubenböck, Tobias Ullmann, Jürgen Rauh
2026	J	`jnl`	Geospatiality: the effect of topics on the presence of geolocation in English text data. Int. J. Geogr. Inf. Sci. Johannes Mast, Richard Lemoine-Rodríguez, Vanessa Rittlinger, Martin Mühlbauer, Carolin Biewer, Christian Geiß, Hannes Taubenböck
2026	J	`jnl`	Modelling spatio-temporal distribution of urban population - A high-resolution model for German cities. Comput. Environ. Urban Syst. Peter Priesmeier, Alexander Fekete, Michael Haberl, Christian Geiß, Roland Baumhauer, Hannes Taubenböck
2025	—	`conf`	Assessing the x-minuteness for different urban structural types in Berlin, Germany. JURSE Ariane Droin, Michael Wurm, Matthias Weigand, Henri Debray, Manuel Köberl, Hannes Taubenböck
2025	J	`jnl`	BayeSiamMTL: Uncertainty-aware multitask learning for post-disaster building damage assessment. Int. J. Appl. Earth Obs. Geoinformation Victor Hertel, Omar Wani, Christian Geiß, Marc Wieland, Hannes Taubenböck
2025	—	`conf`	Characterization of agricultural cultivation areas between 2019-2023 in war zones of Eastern Ukraine using Sentinel-2 data. JURSE Christian Geiß, Leonhard Flügge, Michael Schmidt, Hannes Taubenböck
2025	—	`conf`	Comparative Analysis of Manual Slum Identification Using Satellite Data: A Case Study of Medellin, Colombia. JURSE John Friesen, Nicolas Johannes Kraff, Monika Kuffer, Stefanos Georganos, Henri Debray, Hannes Taubenböck, Jota Samper
2025	—	`conf`	Comparing Geospatiality of Topics between Geotag- and Geoparsing-based Geolocations. GeoExT@ECIR Johannes Mast, Richard Lemoine-Rodríguez, Vanessa Rittlinger, Christian Geiß, Hannes Taubenböck
2025	—	`conf`	Estimating ecosystem services of urban trees based on remote sensing and in-situ measurements: A comparative study in Munich, Germany. JURSE Tobias Leichtle, Andrea Sofía García-de-León, Thomas Rötzer, Klaus Martin, Michael Wurm, Stephan Pauleit, Hannes Taubenböck
2025	J	`jnl`	Foreword to the Special Issue "Exploring the Potential of Urban Remote Sensing". IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nektarios Chrysoulakis, Giorgos Somarakis, Monika Kuffer, Clément Mallet, Hannes Taubenböck
2025	—	`conf`	GDP Estimation using a Deep Learning Fusion Model for Multi-Source Remote Sensing Data. JURSE Thomas Stark, Michael Wurm, Eleanor Stokes, Karen C. Seto, Hannes Taubenböck
2025	—	`conf`	Instance Segmentation of Informal Buildings in Medellín for Assessing Population at Risk from Landslides. JURSE Moritz Hertrich, Dorothee Stiller, Marta Sapena, Thomas Stark, Patrick Rose, Michael Wurm, Hannes Taubenböck
2025	—	`conf`	Integrating Remote Sensing with Urban Exposome Analysis for Cardiovascular Health in Germany. JURSE John Friesen, Peter Heuschmann, Kai Günther, Lena Schmidbauer, Stefan Störk, Hannes Taubenböck
2025	J	`jnl`	MF-Mamba: Multiscale Convolution and Mamba Fusion Model for Semantic Segmentation of Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Pu Xiao, Yuting Dong, Ji Zhao, Tieqi Peng, Christian Geiß, Yanfei Zhong, Hannes Taubenböck
2025	J	`jnl`	Mapping Reduced Accessibility to WASH Facilities in Rohingya Refugee Camps with Sub-Meter Imagery. CoRR Kyeongjin Ahn, YongHun Suh, Sungwon Han, Jeasurk Yang, Hannes Taubenböck, Meeyoung Cha
2025	—	`conf`	Mining-Driven Settlement Dynamics: Evidence from the Cobalt Belt in the Democratic Republic of Congo. JURSE Konstantin Müller, John Friesen, Christian Geiß, Hannes Taubenböck
2025	—	`conf`	Nationwide classification of settlements types using expert knowledge, remote sensing, and open data. JURSE Matthias Weigand, Ines Standfuß, Fabian Dosch, Jutta Grohmann, Antonia Milbert, Tim Pirsig, Tamilwai J. Kolowa, Sebastian Klüsener, Nikola Sander, Hannes Taubenböck
2025	—	`conf`	Online Concerns About Urban Heat: Social Media, Temperature, and Urban Form. JURSE Richard Lemoine-Rodríguez, Carolin Biewer, Luis Inostroza, Hannes Taubenböck
2025	—	`conf`	Satellite-based fine-grained spatio-temporal monitoring of urban building activities as an indicator of economic development. JURSE Michael Wurm, Manuel Köberl, Gabriel Cevallos, Maren Köhlmann, Melanie Brauchler, Carsten Schumann, Hannes Taubenböck
2025	—	`conf`	Sensing the Environment Using a Cargo Bike. JURSE Moritz P. Heimbach, Ariane Droin, Yannick Bache, Deniz Er, Marvin P. P. Henn, Gedeon R. P. Igelspacher, Jakob Küfner, Helen Lovell, Thomas Meier, Eva Rühl, Puki Schmidl, Adina Waidhas, Jonas Walter, Hannes Taubenböck, Marco Schmidt
2025	—	`conf`	Spatial Accessibility in Transition: Evaluating Urban Growth and Service Distribution in Westhoek, Belgium. JURSE Manuel Köberl, Michael Wurm, Ariane Droin, Nikolaos Tantaroudas, Hannes Taubenböck
2025	—	`conf`	Spatial delineations of cities based on web content and built-up age - a case study on North African growth poles from 2010 to 2020. JURSE Johannes Mast, Christian Geiß, Hannes Taubenböck
2025	—	`conf`	The Relation of Land Surface Temperature and Trees across Different Urban Land Use Classes based on Remote Sensing. JURSE Andrea Sofía García-de-León, Antonio Castañeda-Gómez, Nils Karges, Tobias Leichtle, Thomas Rötzer, Klaus Martin, Tobias Ullmann, Hannes Taubenböck
2025	—	`conf`	The Relationship Between Urban Morphology and the Citizens' Social Media Footprints: A case study on Tokyo. JURSE Decyuan Jheng, Richard Lemoine-Rodríguez, Carolin Biewer, Karen C. Seto, Hannes Taubenböck
2025	—	`conf`	The uneven distribution of morphological diversity: A global investigation on intra-urban forms. JURSE Henri Debray, Richard Lemoine-Rodríguez, Xiaoxiang Zhu, Hannes Taubenböck
2025	J	`jnl`	Uncertainty aware slum mapping in 55 heterogeneous cities. Int. J. Appl. Earth Obs. Geoinformation Thomas Stark, Michael Wurm, Henri Debray, Xiao Xiang Zhu, Hannes Taubenböck
2025	J	`jnl`	Universal patterns of intra-urban morphology: Defining a global typology of the urban fabric using unsupervised clustering. Int. J. Appl. Earth Obs. Geoinformation Henri Debray, Matthias Gassilloud, Richard Lemoine-Rodríguez, Michael Wurm, Xiao Xiang Zhu, Hannes Taubenböck
2025	—	`conf`	Urban Infrastructure at Risk: Assessing Landslide Impacts. JURSE Mohammad Kazemi Garajeh, Valeria Satriano, Christian Geiß, Hannes Taubenböck, Annibale Guariglia, Parivash Paridad, Raffaele Santangelo, Valerio Tramutoli
2025	—	`conf`	Urban Tree Detection: Comparing YOLOv8 and DeepForest for Accurate Single-Tree Identification from Aerial Imagery. JURSE Thomas Stark, Julia Pardo, Michael Wurm, Tobias Leichtle, Klaus Martin, Hannes Taubenböck
2025	—	`conf`	Urbanization, Economic Development, and Environmental Quality: Insights from Urban Growth and NO2 Pollution in Megacities. JURSE Thilo Erbertseder, Lorenza Gilardi, Thomas Esch, Hannes Taubenböck
2024	C	`conf`	Ai-Based Building Instance Segmentation in Formal and Informal Settlements. IGARSS Philipp Schuegraf, Dorothee Stiller, Jiaojiao Tian, Thomas Stark, Michael Wurm, Hannes Taubenböck, Ksenia Bittner
2024	J	`jnl`	How does pedestrian permeability vary in and across cities? A fine-grained assessment for all large cities in Germany. Comput. Environ. Urban Syst. Ariane Droin, Michael Wurm, Matthias Weigand, Carsten Gawlas, Manuel Köberl, Hannes Taubenböck
2024	J	`jnl`	Interpretable deep learning for consistent large-scale urban population estimation using Earth observation data. Int. J. Appl. Earth Obs. Geoinformation Sugandha Doda, Matthias Kahl, Kim Ouan, Ivica Obadic, Yuanyuan Wang, Hannes Taubenböck, Xiao Xiang Zhu
2024	J	`jnl`	NO IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Thilo Erbertseder, Hannes Taubenböck, Thomas Esch, Lorenza Gilardi, Heiko Paeth, Stefan W. Dech
2024	J	`jnl`	Quantifying Uncertainty in Slum Detection: Advancing Transfer Learning With Limited Data in Noisy Urban Environments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Thomas Stark, Michael Wurm, Xiao Xiang Zhu, Hannes Taubenböck
2024	J	`jnl`	The Influence of Commuting on Population Exposure to Air Pollution: Toward Global Application With a Proxy on the Degree of Urbanization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Lorenza Gilardi, Thilo Erbertseder, Frank Baier, Heiko Paeth, Tobias Ullmann, Hannes Taubenböck
2024	J	`jnl`	The Spatiotemporal Dynamics of Morphological Slums in Mumbai, India. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. John Friesen, Nicolas Johannes Kraff, Hannes Taubenböck
2024	J	`jnl`	The voices of the displaced: Mobility and Twitter conversations of migrants of Ukraine in 2022. Inf. Process. Manag. Richard Lemoine-Rodríguez, Johannes Mast, Martin Mühlbauer, Nico Mandery, Carolin Biewer, Hannes Taubenböck
2023	J	`jnl`	A structural catalogue of the settlement morphology in refugee and IDP camps. Int. J. Geogr. Inf. Sci. Matthias Weigand, Simon Worbis, Marta Sapena, Hannes Taubenböck
2023	—	`conf`	Are citizens' perceptions on urban green spaces influenced by their immediate environment? The case of Grand Nokoue, Benin Republic. JURSE Blewa Audrey Tohoun, Marta Sapena, Johannes Mast, Hannes Taubenböck, Ibrahim Haruna, Vincent Orekan, Appollonia A. Okhimamhe
2023	—	`conf`	Categorizing urban areas into "core", "fringe", and "periphery" based on the built-up morphology. JURSE Ines Standfuß, Matthias Weigand, Monika Gähler, Antonia Milbert, Fabian Dosch, Silas Eichfuss, Nikola Sander, Christian Geiß, Hannes Taubenböck
2023	C	`conf`	Conducting Ethically Mindful Earth Observation Research: The Case of Slum Mapping. IGARSS Mrinalini Kochupillai, Hannes Taubenböck
2023	—	`conf`	Correlation between remotely sensed solid waste on streets and socioeconomic class of an urban area. JURSE Yrneh Ulloa-Torrealba, Dominik Neumayer, Andreas Schmitt, Hannes Taubenböck
2023	J	`jnl`	Deep Neural Network Regression for Normalized Digital Surface Model Generation With Sentinel-2 Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Konstantin Müller, Robert Leppich, Christian Geiß, Vanessa Borst, Patrick Aravena Pelizari, Samuel Kounev, Hannes Taubenböck
2023	—	`conf`	Detecting challenging urban environments using a few-shot meta-learning approach. JURSE Thomas Stark, Michael Wurm, Xiao Xiang Zhu, Hannes Taubenböck
2023	J	`jnl`	Detecting crisis events from unstructured text data using signal words as crisis determinants. Int. J. Digit. Earth Hansi Senaratne, Martin Mühlbauer, Stephan Götzer, Torsten Riedlinger, Hannes Taubenböck
2023	—	`conf`	Earth Observation-based analysis of NO2 pollution and settlement growth in megacities. JURSE Thilo Erbertseder, Hannes Taubenböck, Thomas Esch, Lorenza Gilardi, Heiko Paeth, Mattia Marconcini, Stefan W. Dech
2023	—	`conf`	Efficiency of CNNs for Building Extraction: Comparative Analysis of Performance and Time. JURSE Dorothee Stiller, Thomas Stark, Verena Strobl, Maike Leupold, Michael Wurm, Hannes Taubenböck
2023	J	`jnl`	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. Ines Standfuß, Christian Geiß, Marlene Kühnl, Ariane Droin, Johannes Mast, Michael Wurm, Stefan Siedentop, Bastian Heider, Hannes Taubenböck
2023	—	`conf`	Integrating multi-source remote sensing data for monitoring urban development in West Africa. JURSE Marta Sapena, Justice Nana Inkoom, Emmanuel T. Umaru, Johannes Mast, Appollonia A. Okhimamhe, Hannes Taubenböck
2023	—	`conf`	Linking remote sensing data and online engagement in flood events in Nigeria. JURSE Johannes Mast, Marta Sapena, Christian Geiß, Hannes Taubenböck
2023	—	`conf`	Opposing land surface and air temperatures from remote sensing and Citizen Science for quantification of the Urban Heat Island effect. JURSE Tobias Leichtle, Sophia Helgert, Matthias Müller, Jana Handschuh, Thilo Erbertseder, Michael Wurm, Hannes Taubenböck
2023	J	`jnl`	Quantitative assessment and comparison of urban patterns in Germany and the United States. Comput. Environ. Urban Syst. Andreas Schmitt, Philipp Uth, Ines Standfuß, Bastian Heider, Stefan Siedentop, Hannes Taubenböck
2023	—	`conf`	Revealing landslide exposure of informal settlements in Medellín using Deep Learning. JURSE Michael Wurm, Raphael Tubbesing, Thomas Stark, Marlene Kühnl, Marta Sapena, Wolfgang Sulzer, Hannes Taubenböck
2023	J	`jnl`	Semi-supervised learning with constrained virtual support vector machines for classification of remote sensing image data. Int. J. Appl. Earth Obs. Geoinformation Christian Geiß, Patrick Aravena Pelizari, Ozan Tunçbilek, Hannes Taubenböck
2023	—	`conf`	Spatiotemporal dynamics of slum populations in Caracas, Venezuela. JURSE John Friesen, Nicolas Johannes Kraff, Hannes Taubenböck
2023	—	`conf`	The 'ghost city' phenomenon in China: mapping and categorization at intra-urban scale. JURSE Hannes Taubenböck, Lifeng Shi, Tobias Leichtle, Shihong Du, Michael Wurm
2023	J	`jnl`	The Individual Walkable Neighborhood - Evaluating people-centered spatial units focusing on urban density. Comput. Environ. Urban Syst. Ariane Droin, Michael Wurm, Hannes Taubenböck
2023	J	`jnl`	The Unseen - An Investigative Analysis of Thematic and Spatial Coverage of News on the Ongoing Refugee Crisis in West Africa. ISPRS Int. J. Geo Inf. Hansi Senaratne, Martin Mühlbauer, Ralph Kiefl, Andrea Cárdenas, Lallu Prathapan, Torsten Riedlinger, Carolin Biewer, Hannes Taubenböck
2023	—	`conf`	Using CNNs on Sentinel-2 data for road traffic noise modelling. JURSE Jeroen Staab, Thomas Stark, Michael Wurm, Kathrin Wolf, Marco Dallavalle, Arthur Schady, Tobia Lakes, Hannes Taubenböck
2022	J	`jnl`	Deep Relearning in the Geospatial Domain for Semantic Remote Sensing Image Segmentation. IEEE Geosci. Remote. Sens. Lett. Christian Geiß, Yue Zhu, Chunping Qiu, Lichao Mou, Xiao Xiang Zhu, Hannes Taubenböck
2022	J	`jnl`	Geo-Information Harvesting from Social Media Data. CoRR Xiao Xiang Zhu, Yuanyuan Wang, Mrinalini Kochupillai, Martin Werner, Matthias Häberle, Eike Jens Hoffmann, Hannes Taubenböck, Devis Tuia, Alex Levering, Nathan Jacobs, Anna M. Kruspe, Karam Abdulahhad
2022	J	`jnl`	Identification of undocumented buildings in cadastral data using remote sensing: Construction period, morphology, and landscape. Int. J. Appl. Earth Obs. Geoinformation Qingyu Li, Hannes Taubenböck, Yilei Shi, Stefan Auer, Robert Roschlaub, Clemens Glock, Anna M. Kruspe, Xiao Xiang Zhu
2022	C	`conf`	Mapping of Small Water Bodies with Integrated Spatial Information for Time Series Images of Optical Remote Sensing. IGARSS Libei Fan, Yuting Dong, Ji Zhao, Christian Geiß, Lizhe Wang, Hannes Taubenböck
2022	J	`jnl`	Multi-target regressor chains with repetitive permutation scheme for characterization of built environments with remote sensing. Int. J. Appl. Earth Obs. Geoinformation Christian Geiß, Elisabeth Brzoska, Patrick Aravena Pelizari, Sven Lautenbach, Hannes Taubenböck
2022	J	`jnl`	Selection of unlabeled source domains for domain adaptation in remote sensing. Array Christian Geiß, Alexander Rabuske, Patrick Aravena Pelizari, Stefan Bauer, Hannes Taubenböck
2022	J	`jnl`	So2Sat POP - A Curated Benchmark Data Set for Population Estimation from Space on a Continental Scale. CoRR Sugandha Doda, Yuanyuan Wang, Matthias Kahl, Eike Jens Hoffmann, Hannes Taubenböck, Xiao Xiang Zhu
2022	J	`jnl`	To be, or not to be Comput. Environ. Urban Syst. Hannes Taubenböck, Ariane Droin, Ines Standfuß, Fabian Dosch, Nikola Sander, A. Milbert, Silas Eichfuss, Michael Wurm
2021	C	`conf`	Blinded by the Light: Monitoring Local Economic Development Over Time With Nightlight Emissions. IGARSS Lukas Kondmann, Hannes Taubenböck, Xiao Xiang Zhu
2021	J	`jnl`	Deep Learning-Based Generation of Building Stock Data from Remote Sensing for Urban Heat Demand Modeling. ISPRS Int. J. Geo Inf. Michael Wurm, Ariane Droin, Thomas Stark, Christian Geiß, Wolfgang Sulzer, Hannes Taubenböck
2021	J	`jnl`	Estimating quality of life dimensions from urban spatial pattern metrics. Comput. Environ. Urban Syst. Marta Sapena, Michael Wurm, Hannes Taubenböck, Devis Tuia, Luis Ángel Ruiz Fernández
2021	C	`conf`	How We Live and What That Means - A Character Study with Data from Space. IGARSS Hannes Taubenböck
2021	J	`jnl`	Which city is the greenest? A multi-dimensional deconstruction of city rankings. Comput. Environ. Urban Syst. Hannes Taubenböck, M. Reiter, Fabian Dosch, Tobias Leichtle, Matthias Weigand, Michael Wurm
2020	J	`jnl`	Analyzing Links between Spatio-Temporal Metrics of Built-Up Areas and Socio-Economic Indicators on a Semi-Global Scale. ISPRS Int. J. Geo Inf. Marta Sapena, Luis Ángel Ruiz Fernández, Hannes Taubenböck
2020	J	`jnl`	Automatic Training Set Compilation With Multisource Geodata for DTM Generation From the TanDEM-X DSM. IEEE Geosci. Remote. Sens. Lett. Christian Geiß, Patrick Aravena Pelizari, Stefan Bauer, Andreas Schmitt, Hannes Taubenböck
2020	C	`conf`	Deriving Urban Mass Concentrations Using TanDEM-X and Sentinel-2 Data for the Assessment of Morphological Polycentricity. IGARSS Ines Standfuß, Christian Geiß, Marlene Kühnl, Michael Wurm, Hannes Taubenböck, Stefan Siedentop, Bastian Heider
2020	J	`jnl`	Foreword to the Special Issue on Paving the Way for the Future of Urban Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Sébastien Lefèvre, Thomas Corpetti, Monika Kuffer, Hannes Taubenböck, Clément Mallet
2020	J	`jnl`	Mapping Plastic Greenhouses Using Spectral Metrics Derived From GaoFen-2 Satellite Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Lifeng Shi, Xianjin Huang, Taiyang Zhong, Hannes Taubenböck
2020	J	`jnl`	Misperceptions of Predominant Slum Locations? Spatial Analysis of Slum Locations in Terms of Topography Based on Earth Observation Data. Remote. Sens. Inken Müller, Hannes Taubenböck, Monika Kuffer, Michael Wurm
2020	J	`jnl`	Satellite-Based Mapping of Urban Poverty With Transfer-Learned Slum Morphologies. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Thomas Stark, Michael Wurm, Xiao Xiang Zhu, Hannes Taubenböck
2020	J	`jnl`	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 Matthias Weigand, Jeroen Staab, Michael Wurm, Hannes Taubenböck
2020	J	`jnl`	Spectral-Spatial Classification Integrating Band Selection for Hyperspectral Imagery With Severe Noise Bands. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ji Zhao, Suzheng Tian, Christian Geiß, Lizhe Wang, Yanfei Zhong, Hannes Taubenböck
2020	C	`conf`	Stability Characterization of the Response of White Storks' Foraging Behavior to Vegetation Dynamics Retrieved from Landsat Time Series. IGARSS Ines Standfuß, Christian Geiß, Stefan W. Dech, Hannes Taubenböck, Ran Nathan, Shay Rotics
2020	J	`jnl`	Uncertainties of Human Perception in Visual Image Interpretation in Complex Urban Environments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nicolas Johannes Kraff, Michael Wurm, Hannes Taubenböck
2019	—	`conf`	Europe's socio-economic disparities reflected in settlement patterns derived from satellite data. JURSE Hannes Taubenböck, Felix Dahle, Christian Geiß, Michael Wurm
2019	J	`jnl`	Has Dongying developed to a ghost city? - Evidence from multi-temporal population estimation based on VHR remote sensing and census counts. Comput. Environ. Urban Syst. Tobias Leichtle, Tobia Lakes, Xiao Xiang Zhu, Hannes Taubenböck
2019	—	`conf`	How dynamic are slums? EO-based assessment of Kibera's morphologic transformation. JURSE Nicolas Johannes Kraff, Hannes Taubenböck, Michael Wurm
2019	J	`jnl`	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. Christian Geiß, Tobias Leichtle, Michael Wurm, Patrick Aravena Pelizari, Ines Standfuß, Xiao Xiang Zhu, Emily So, Stefan Siedentop, Thomas Esch, Hannes Taubenböck
2019	—	`conf`	Large-scale building extraction in very high-resolution aerial imagery using Mask R-CNN. JURSE Dorothee Stiller, Thomas Stark, Michael Wurm, Stefan W. Dech, Hannes Taubenböck
2019	—	`conf`	Mapping Human Settlements with Multi-seasonal Sentinel-2 Imagery and Attention-based ResNeXt. JURSE Chunping Qiu, Michael Schmitt, Hannes Taubenböck, Xiao Xiang Zhu
2019	—	`conf`	Modelling the impact of the urban spatial structure on the choice of residential location using 'big earth data' and machine learning. JURSE Michael Wurm, Matthias Weigand, Thomas Stark, Jan Goebel, Gert G. Wagner, Hannes Taubenböck
2019	J	`jnl`	Remote Sensing in Environmental Justice Research - A Review. ISPRS Int. J. Geo Inf. Matthias Weigand, Michael Wurm, Stefan W. Dech, Hannes Taubenböck
2019	—	`conf`	Sensitivity of slum size distributions as a function of spatial parameters for slum classification. JURSE John Friesen, Christoph Knoche, Jakob Hartig, Peter F. Pelz, Hannes Taubenböck, Michael Wurm
2019	—	`conf`	Size Distributions for Morphological Slums in Asia and South America. JURSE John Friesen, Michaela Lestakova, Jens Kaltenmorgen, Suwaythan Nahaganeshan, Peter F. Pelz, Hannes Taubenböck, Michael Wurm
2019	—	`conf`	Slum Mapping in Imbalanced Remote Sensing Datasets Using Transfer Learned Deep Features. JURSE Thomas Stark, Michael Wurm, Hannes Taubenböck, Xiao Xiang Zhu
2019	J	`jnl`	Urbanization between compactness and dispersion: designing a spatial model for measuring 2D binary settlement landscape configurations. Int. J. Digit. Earth Hannes Taubenböck, Michael Wurm, Christian Geiß, Stefan W. Dech, Stefan Siedentop
2019	J	`jnl`	Urbanization in China from the end of 1980s until 2010 - spatial dynamics and patterns of growth using EO-data. Int. J. Digit. Earth Lifeng Shi, Hannes Taubenböck, Zengxiang Zhang, Fang Liu, Michael Wurm
2018	J	`jnl`	Are We in Boswash Yet? A Multi-Source Geodata Approach to Spatially Delimit Urban Corridors. ISPRS Int. J. Geo Inf. Isabel Georg, Thomas Blaschke, Hannes Taubenböck
2018	J	`jnl`	Are the Poor Digitally Left Behind? Indications of Urban Divides Based on Remote Sensing and Twitter Data. ISPRS Int. J. Geo Inf. Hannes Taubenböck, Jeroen Staab, Xiao Xiang Zhu, Christian Geiß, Stefan W. Dech, Michael Wurm
2018	J	`jnl`	Building Instance Classification Using Street View Images. CoRR Jian Kang, Marco Körner, Yuanyuan Wang, Hannes Taubenböck, Xiao Xiang Zhu
2018	J	`jnl`	Capturing the Urban Divide in Nighttime Light Images From the International Space Station. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Monika Kuffer, Karin Pfeffer, Richard Sliuzas, Hannes Taubenböck, Isa Baud, Martin van Maarseveen
2018	C	`conf`	Classification of Settlement Types from Tweets Using LDA and LSTM. IGARSS Rong Huang, Hannes Taubenböck, Lichao Mou, Xiao Xiang Zhu
2018	J	`jnl`	Cost-Sensitive Multitask Active Learning for Characterization of Urban Environments With Remote Sensing. IEEE Geosci. Remote. Sens. Lett. Christian Geiß, Matthias Thoma, Hannes Taubenböck
2018	—	`conf`	Designing a Water Supply Network for Slums in Rio de Janeiro Using Mixed-Integer Programming. OR Marvin Meck, Lea Rausch, John Friesen, Michael Wurm, Hannes Taubenböck, Lena C. Altherr, Peter F. Pelz
2018	J	`jnl`	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 Andreas Schmitt, Tobias Sieg, Michael Wurm, Hannes Taubenböck
2017	J	`jnl`	Class imbalance in unsupervised change detection - A diagnostic analysis from urban remote sensing. Int. J. Appl. Earth Obs. Geoinformation Tobias Leichtle, Christian Geiß, Tobia Lakes, Hannes Taubenböck
2017	—	`conf`	Digital deserts on the ground and from space. JURSE Martin Klotz, Michael Wurm, Xiaoxiang Zhu, Hannes Taubenböck
2017	—	`conf`	Evaluation of clustering algorithms for unsupervised change detection in VHR remote sensing imagery. JURSE Tobias Leichtle, Christian Geiss, Michael Wurm, Tobia Lakes, Hannes Taubenböck
2017	—	`conf`	Exploitation of textural and morphological image features in Sentinel-2A data for slum mapping. JURSE Michael Wurm, Matthias Weigand, Andreas Schmitt, Christian Geiss, Hannes Taubenböck
2017	J	`jnl`	Is Spatial Resolution Critical in Urbanization Velocity Analysis? Investigations in the Pearl River Delta. Remote. Sens. Chunzhu Wei, Thomas Blaschke, Pavlos Kazakopoulos, Hannes Taubenböck, Dirk Tiede
2017	—	`conf`	Land use modeling in North Rhine-Westphalia with interaction and scaling laws. JURSE Devis Tuia, Gabriele Moser, Michael Wurm, Hannes Taubenböck
2017	J	`jnl`	Measuring morphological polycentricity - A comparative analysis of urban mass concentrations using remote sensing data. Comput. Environ. Urban Syst. Hannes Taubenböck, Ines Standfuß, Michael Wurm, Angelika Krehl, Stefan Siedentop
2017	—	`conf`	Mega-regions in China. JURSE Hannes Taubenböck, Philipp Bauer, Christian Geiss, Michael Wurm
2017	J	`jnl`	Multitask Active Learning for Characterization of Built Environments With Multisensor Earth Observation Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Christian Geiß, Matthias Thoma, Massimiliano Pittore, Marc Wieland, Stefan W. Dech, Hannes Taubenböck
2017	J	`jnl`	On the Effect of Spatially Non-Disjoint Training and Test Samples on Estimated Model Generalization Capabilities in Supervised Classification With Spatial Features. IEEE Geosci. Remote. Sens. Lett. Christian Geiß, Patrick Aravena Pelizari, Henrik Schrade, Alexander Brenning, Hannes Taubenböck
2017	J	`jnl`	Regions Set in Stone - Delimiting and Categorizing Regions in Europe by Settlement Patterns Derived from EO-Data. ISPRS Int. J. Geo Inf. Hannes Taubenböck, Joachim Ferstl, Stefan W. Dech
2017	—	`conf`	Spatial patterns of slums: Comparing African and Asian cities. JURSE Monika Kuffer, Felix Orina, Richard Sliuzas, Hannes Taubenböck
2017	—	`conf`	Towards large-area morphologic characterization of urban environments using the TanDEM-X mission and Sentinel-2. JURSE Christian Geiss, Michael Wurm, Hannes Taubenböck
2017	J	`jnl`	Unsupervised change detection in VHR remote sensing imagery - an object-based clustering approach in a dynamic urban environment. Int. J. Appl. Earth Obs. Geoinformation Tobias Leichtle, Christian Geiss, Michael Wurm, Tobia Lakes, Hannes Taubenböck
2017	—	`conf`	Validation of the DLR Global Urban Footprint in rural areas: A case study for Burkina Faso. JURSE Matthias Mück, Martin Klotz, Hannes Taubenböck
2016	J	`jnl`	A Comprehensive View on Urban Spatial Structure: Urban Density Patterns of German City Regions. ISPRS Int. J. Geo Inf. Angelika Krehl, Stefan Siedentop, Hannes Taubenböck, Michael Wurm
2016	J	`jnl`	A Global Inventory of Urban Corridors Based on Perceptions and Night-Time Light Imagery. ISPRS Int. J. Geo Inf. Isabel Georg, Thomas Blaschke, Hannes Taubenböck
2016	J	`jnl`	Building Types' Classification Using Shape-Based Features and Linear Discriminant Functions. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Michael Wurm, Andreas Schmitt, Hannes Taubenböck
2016	J	`jnl`	Estimation of Seismic Vulnerability Levels of Urban Structures With Multisensor Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Christian Geiss, Marianne Jilge, Tobia Lakes, Hannes Taubenböck
2016	J	`jnl`	Object-Based Morphological Profiles for Classification of Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Christian Geiss, Martin Klotz, Andreas Schmitt, Hannes Taubenböck
2016	J	`jnl`	The Physical Density of the City - Deconstruction of the Delusive Density Measure with Evidence from Two European Megacities. ISPRS Int. J. Geo Inf. Hannes Taubenböck, Ines Standfuß, Martin Klotz, Michael Wurm
2015	—	`conf`	At the edge of the city center. JURSE Michael Wurm, Hannes Taubenböck, Jan Goebel, Gert G. Wagner
2015	—	`conf`	Classification of urban structural types with multisource data and structured models. JURSE Arnaud Poncet Montanges, Gabriele Moser, Hannes Taubenböck, Michael Wurm, Devis Tuia
2015	J	`jnl`	Evaluating the use of uncertainty visualization for exploratory analysis of land cover change: A qualitative expert user study. Comput. Geosci. Christoph Kinkeldey, Jochen Schiewe, Henning Gerstmann, Christian Götze, Oleksandr Kit, Matthias Lüdeke, Hannes Taubenböck, Michael Wurm
2015	—	`conf`	Identifying urban corridors : unified concept and global analysis. AGILE PhD School Isabel Georg, Hannes Taubenböck
2015	—	`conf`	Monitoring and modelling of informal settlements - A review on recent developments and challenges. JURSE Peter Hofmann, Hannes Taubenböck, Christian Werthmann
2015	—	`conf`	Monitoring of "urban villages" in Shenzhen, China from high-resolution GF-1 and TerraSAR-X data. SAR Chunzhu Wei, Thomas Blaschke, Hannes Taubenböck
2015	J	`jnl`	Normalization of TanDEM-X DSM Data in Urban Environments With Morphological Filters. IEEE Trans. Geosci. Remote. Sens. Christian Geiss, Michael Wurm, Markus Breunig, Andreas Felbier, Hannes Taubenböck
2015	J	`jnl`	Object-Based Postclassification Relearning. IEEE Geosci. Remote. Sens. Lett. Christian Geiss, Hannes Taubenböck
2015	J	`jnl`	The spatial network of megaregions - Types of connectivity between cities based on settlement patterns derived from EO-data. Comput. Environ. Urban Syst. Hannes Taubenböck, Michael Wiesner
2014	J	`jnl`	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. Michael Wurm, Pablo d'Angelo, Peter Reinartz, Hannes Taubenböck
2014	C	`conf`	The global urban footprint - Processing status and cross comparison to existing human settlement products. IGARSS Andreas Felbier, Thomas Esch, Wieke Heldens, Mattia Marconcini, Julian Zeidler, Achim Roth, Martin Klotz, Michael Wurm, Hannes Taubenböck
2013	J	`jnl`	Urban Footprint Processor - Fully Automated Processing Chain Generating Settlement Masks From Global Data of the TanDEM-X Mission. IEEE Geosci. Remote. Sens. Lett. Thomas Esch, Mattia Marconcini, Andreas Felbier, Achim Roth, Wieke Heldens, Martin Huber, Max Schwinger, Hannes Taubenböck, Andreas Müller, Stefan W. Dech
2012	C	`conf`	Description of settlement patterns using VHR SAR data of the German TanDEM-X mission. IGARSS Thomas Esch, Wieke Heldens, Andreas Felbier, Hannes Taubenböck, Achim Roth
2012	J	`jnl`	Performance Evaluation for 3-D City Model Generation of Six Different DSMs From Air- and Spaceborne Sensors. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Beril Sirmaçek, Hannes Taubenböck, Peter Reinartz, Manfred Ehlers
2011	—	`conf`	Comparison of selected impervious surface products derived from remote sensing data - A case study for the city of Munich. JURSE Christian Geiss, Michael Wurm, Hannes Taubenböck, Wieke Heldens, Thomas Esch
2011	—	`conf`	Delineating urban, suburban and rural areas using Landsat and DMSP-OLS night-time images. JURSE Koel Roychowdhury, Hannes Taubenböck, Simon D. Jones
2011	C	`conf`	Identification and characterization of urban structures using VHR SAR data. IGARSS Thomas Esch, Martin Schmidt, Markus Breunig, Andreas Felbier, Hannes Taubenböck, Wieke Heldens, Christian Riegler, Achim Roth, Stefan W. Dech
2011	—	`conf`	Interactive classification of urban areas using decision trees. JURSE Sarah Abelen, Hannes Taubenböck, Uwe Stilla
2011	J	`jnl`	Pattern-Based Accuracy Assessment of an Urban Footprint Classification Using TerraSAR-X Data. IEEE Geosci. Remote. Sens. Lett. Hannes Taubenböck, Thomas Esch, Andreas Felbier, Achim Roth, Stefan W. Dech
2011	J	`jnl`	Remote Sensing-Based Characterization of Settlement Structures for Assessing Local Potential of District Heat. Remote. Sens. Christian Geiß, Hannes Taubenböck, Michael Wurm, Thomas Esch, Michael Nast, Christoph Schillings, Thomas Blaschke
2011	—	`conf`	Spatio-temporal cross-city comparison using multi-sensoral remote sensing for Mexican cities. JURSE Hannes Taubenböck, Martin Klotz, Andreas Felbier, Martin Wegmann, R. Ludwig
2010	C	`conf`	An automated and adaptable approach for characterizing and partitioning cities into urban structure types. IGARSS Mathias Bochow, Hannes Taubenböck, Karl Segl, Hermann Kaufmann
2009	J	`jnl`	Urbanization in India - Spatiotemporal analysis using remote sensing data. Comput. Environ. Urban Syst. Hannes Taubenböck, Martin Wegmann, Achim Roth, Harald Mehl, Stefan W. Dech
2006	J	`jnl`	Automated Allocation of Highly Structured Urban Areas in Homogeneous Zones From Remote Sensing Data by Savitzky-Golay Filtering and Curve Sketching. IEEE Geosci. Remote. Sens. Lett. Hannes Taubenböck, Martin Habermeyer, Achim Roth, Stefan W. Dech