Dirk Tiede

54 papers C 2Journal 48Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
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.
Getachew Workineh Gella, Hugo Gangloff, Lorenz Wendt, Dirk Tiede, Stefan Lang
2024 J jnl
Species-specific machine learning models for UAV-based forest health monitoring: Revealing the importance of the BNDVI.
Int. J. Appl. Earth Obs. Geoinformation
Simon Ecke, Florian Stehr, Jan Dempewolf, Julian Frey, Hans-Joachim Klemmt, Thomas Seifert, Dirk Tiede
2024 J jnl
Towards operational UAV-based forest health monitoring: Species identification and crown condition assessment by means of deep learning.
Comput. Electron. Agric.
Simon Ecke, Florian Stehr, Julian Frey, Dirk Tiede, Jan Dempewolf, Hans-Joachim Klemmt, Ewald Endres, Thomas Seifert
2024 J jnl
Unsupervised Domain Adaptation for Instance Segmentation: Extracting Dwellings in Temporary Settlements Across Various Geographical Settings.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Getachew Workineh Gella, Charlotte Pelletier, Sébastien Lefèvre, Lorenz Wendt, Dirk Tiede, Stefan Lang
2024 — conf
Water Body Detection Using Sen2Cube.at and Comparison to Open Government Data - Assessing for Floating Photovoltaics.
AGILE Conf.
Franziska Hübl, Hannah Augustin, Martin Sudmanns, Dirk Tiede, Johannes Scholz
2023 J jnl
Estimation of Physical Parameters of Waveforms With Neural Networks.
CoRR
Saad Ahmed Jamal, Thomas Corpetti, Dirk Tiede, Mathilde Letard, Dimitri Lague
2023 J jnl
Height estimation from single aerial imagery using contrastive learning based multi-scale refinement network.
Int. J. Digit. Earth
Wufan Zhao, Hu Ding, Jiaming Na, Mengmeng Li, Dirk Tiede
2023 J jnl
Spatially transferable dwelling extraction from Multi-Sensor imagery in IDP/Refugee Settlements: A meta-Learning approach.
Int. J. Appl. Earth Obs. Geoinformation
Getachew Workineh Gella, Dirk Tiede, Stefan Lang, Lorenz Wendit, Yunya Gao
2023 C conf
Variational Autoencoders for Unsupervised Object Counting from VHR Imagery: Applications in Dwelling Extraction from Forcibly Displaced People Settlement Areas.
IGARSS
Getachew Workineh Gella, Hugo Gangloff, Lorenz Wendt, Dirk Tiede, Stefan Lang
2022 J jnl
Automatisierte Identifikation von Hotspots der Bodenversiegelung basierend auf Sentinel-2-Satellitenbildzeitreihen / Automated Identification of Soil Sealing Hotspots Based on Sentinel-2 Time-Series.
AGIT Journal Angew. Geoinformatik
Thomas Strasser, Martin Sudmanns, Larisa Paulescu, Hannah Augustin, Kerstin Herzinger, Lucas van der Meer, Andrea Baraldi, Dirk Tiede
2022 — conf
Comparing the robustness of U-Net, LinkNet, and FPN towards label noise for refugee dwelling extraction from satellite imagery.
GHTC
Yunya Gao, Stefan Lang, Dirk Tiede, Getachew Workineh Gella, Lorenz Wendt
2022 J jnl
CroCo: Cross-Modal Contrastive learning for localization of Earth Observation data.
CoRR
Wei-Hsin Tseng, Hoàng-Ân Lê, Alexandre Boulch, Sébastien Lefèvre, Dirk Tiede
2022 J jnl
Inferring 2D Local Surface-Deformation Velocities Based on PSI Analysis of Sentinel-1 Data: A Case Study of Öræfajökull, Iceland.
Remote. Sens.
Jirathana Dittrich, Daniel Hölbling, Dirk Tiede, Þorsteinn Sæmundsson
2022 J jnl
Mapping Dwellings in IDP/Refugee Settlements Using Deep Learning.
Remote. Sens.
Omid Ghorbanzadeh, Alessandro Crivellari, Dirk Tiede, Pedram Ghamisi, Stefan Lang
2022 J jnl
Mapping of Dwellings in IDP/Refugee Settlements from Very High-Resolution Satellite Imagery Using a Mask Region-Based Convolutional Neural Network.
Remote. Sens.
Getachew Workineh Gella, Lorenz Wendt, Stefan Lang, Dirk Tiede, Barbara Hofer, Yunya Gao, Andreas Braun
2022 J jnl
UAV-Based Forest Health Monitoring: A Systematic Review.
Remote. Sens.
Simon Ecke, Jan Dempewolf, Julian Frey, Andreas Schwaller, Ewald Endres, Hans-Joachim Klemmt, Dirk Tiede, Thomas Seifert
2021 J jnl
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
Dirk Tiede, Gina Schwendemann, Ahmad Alobaidi, Lorenz Wendt, Stefan Lang
2021 J jnl
The Austrian Semantic EO Data Cube Infrastructure.
Remote. Sens.
Martin Sudmanns, Hannah Augustin, Lucas van der Meer, Andrea Baraldi, Dirk Tiede
2020 J jnl
Assessing global Sentinel-2 coverage dynamics and data availability for operational Earth observation (EO) applications using the EO-Compass.
Int. J. Digit. Earth
Martin Sudmanns, Dirk Tiede, Hannah Augustin, Stefan Lang
2020 J jnl
Big Earth data: disruptive changes in Earth observation data management and analysis?
Int. J. Digit. Earth
Martin Sudmanns, Dirk Tiede, Stefan Lang, Helena Bergstedt, Georg Trost, Hannah Augustin, Andrea Baraldi, Thomas Blaschke
2020 J jnl
Semantic Segmentation of Sentinel-2 Imagery for Mapping Irrigation Center Pivots.
Remote. Sens.
Lukas Graf, Heike Bach, Dirk Tiede
2019 J jnl
Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection.
Remote. Sens.
Omid Ghorbanzadeh, Thomas Blaschke, Khalil Gholamnia, Sansar Raj Meena, Dirk Tiede, Jagannath Aryal
2019 J jnl
Geobia Achievements and Spatial Opportunities in the Era of Big Earth Observation Data.
ISPRS Int. J. Geo Inf.
Stefan Lang, Geoffrey J. Hay, Andrea Baraldi, Dirk Tiede, Thomas Blaschke
2019 J jnl
Rahmenkonzept und Komponenten für Citizen-Science-Projekte - das Projekt citizenMorph / Framework and Components for Citizen Science Projects -The citizenMorph Project.
AGIT Journal Angew. Geoinformatik
Sabine Hennig, Daniel Hölbling, Nicole Ferber, Dirk Tiede
2019 J jnl
Semantic Earth Observation Data Cubes.
Data
Hannah Augustin, Martin Sudmanns, Dirk Tiede, Stefan Lang, Andrea Baraldi
2018 — conf
Abstract Data Types for Spatio-Temporal Remote Sensing Analysis (Short Paper).
GIScience
Martin Sudmanns, Stefan Lang, Dirk Tiede, Christian Werner, Hannah Augustin, Andrea Baraldi
2018 J jnl
AutoCloud+, a "Universal" Physical and Statistical Model-Based 2D Spatial Topology-Preserving Software for Cloud/Cloud-Shadow Detection in Multi-Sensor Single-Date Earth Observation Multi-Spectral Imagery - Part 1: Systematic ESA EO Level 2 Product Generation at the Ground Segment as Broad Context.
ISPRS Int. J. Geo Inf.
Andrea Baraldi, Dirk Tiede
2018 J jnl
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
Lorenz Wendt, Thomas Krauß, Pablo d'Angelo, Dirk Tiede, Sebastian d'Oleire-Oltmanns, Kerstin Kulessa, Klaus Steinnocher, Bruno Chatenoux, Andrea de Bono, Stefan Lang
2018 J jnl
Evaluation of Different Machine Learning Algorithms for Scalable Classification of Tree Types and Tree Species Based on Sentinel-2 Data.
Remote. Sens.
Mathias Wessel, Melanie Brandmeier, Dirk Tiede
2018 J jnl
Semantic and syntactic interoperability in online processing of big Earth observation data.
Int. J. Digit. Earth
Martin Sudmanns, Dirk Tiede, Stefan Lang, Andrea Baraldi
2017 J jnl
Automated Linear-Time Detection and Quality Assessment of Superpixels in Uncalibrated True- or False-Color RGB Images.
CoRR
Andrea Baraldi, Dirk Tiede, Stefan Lang
2017 J jnl
Evaluation of Feature Selection Methods for Object-Based Land Cover Mapping of Unmanned Aerial Vehicle Imagery Using Random Forest and Support Vector Machine Classifiers.
ISPRS Int. J. Geo Inf.
Lei Ma, Tengyu Fu, Thomas Blaschke, Manchun Li, Dirk Tiede, Zhenjin Zhou, Xiaoxue Ma, Deliang Chen
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 J jnl
Spatial risk assessment of opium poppy cultivation in Afghanistan: integrating environmental and socio-economic drivers.
Int. J. Digit. Earth
Stefan Kienberger, Raphael Spiekermann, Dirk Tiede, Irmgard Zeiler, Coen Bussink
2017 J jnl
Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 1 Theory.
CoRR
Andrea Baraldi, Michael Laurence Humber, Dirk Tiede, Stefan Lang
2017 J jnl
Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 2 Validation.
CoRR
Andrea Baraldi, Michael Laurence Humber, Dirk Tiede, Stefan Lang
2017 J jnl
Stratified Template Matching to Support Refugee Camp Analysis in OBIA Workflows.
Remote. Sens.
Dirk Tiede, Pascal Krafft, Petra Füreder, Stefan Lang
2017 J jnl
Terrain Extraction in Built-Up Areas from Satellite Stereo-Imagery-Derived Surface Models: A Stratified Object-Based Approach.
ISPRS Int. J. Geo Inf.
Fritjof Luethje, Dirk Tiede, Clemens Eisank
2017 J jnl
ZonalMetrics - a Python toolbox for zonal landscape structure analysis.
Comput. Geosci.
Joanna Adamczyk, Dirk Tiede
2016 J jnl
A building extraction approach for Airborne Laser Scanner data utilizing the Object Based Image Analysis paradigm.
Int. J. Appl. Earth Obs. Geoinformation
Ivan Tomljenovic, Dirk Tiede, Thomas Blaschke
2016 J jnl
A systematic comparison of different object-based classification techniques using high spatial resolution imagery in agricultural environments.
Int. J. Appl. Earth Obs. Geoinformation
Manchun Li, Lei Ma, Thomas Blaschke, Liang Cheng, Dirk Tiede
2016 J jnl
ImageQuerying - prototypische Implementierung eines Systems zur raumzeitlichen und inhaltsbasierten Satellitenbildsuche und Satellitenbildanalyse.
AGIT Journal Angew. Geoinformatik
Dirk Tiede, Martin Sudmanns, Andrea Baraldi, Mariana Belgiu, Stefan Lang
2016 J jnl
Object-Based Change Detection in Urban Areas: The Effects of Segmentation Strategy, Scale, and Feature Space on Unsupervised Methods.
Remote. Sens.
Lei Ma, Manchun Li, Thomas Blaschke, Xiaoxue Ma, Dirk Tiede, Liang Cheng, Zhenjie Chen, Dong Chen
2016 J jnl
Processing of Extremely High Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest - Part B: 3-D Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Anh-Vu Vo, Linh Truong-Hong, Debra F. Laefer, Dirk Tiede, Sebastian d'Oleire-Oltmanns, Andrea Baraldi, Michal Shimoni, Gabriele Moser, Devis Tuia
2015 J jnl
Building Extraction from Airborne Laser Scanning Data: An Analysis of the State of the Art.
Remote. Sens.
Ivan Tomljenovic, Bernhard Höfle, Dirk Tiede, Thomas Blaschke
2015 — conf
Earth observation and GIS to support humanitarian operations in refugee/IDP camps.
ISCRAM
Petra Füreder, Stefan Lang, Michael Hagenlocher, Dirk Tiede, Lorenz Wendt, Edith Rogenhofer
2015 C conf
Geospatial 2D and 3D object-based classification and 3D reconstruction of ISO-containers depicted in a LiDAR data set and aerial imagery of a harbor.
IGARSS
Dirk Tiede, Sebastian d'Oleire-Oltmanns, Andrea Baraldi
2014 J jnl
Detection of Gully-Affected Areas by Applying Object-Based Image Analysis (OBIA) in the Region of Taroudannt, Morocco.
Remote. Sens.
Sebastian d'Oleire-Oltmanns, Irene Marzolff, Dirk Tiede, Thomas Blaschke
2014 J jnl
Earth Observation-Based Dwelling Detection Approaches in a Highly Complex Refugee Camp Environment - A Comparative Study.
Remote. Sens.
Kristin Spröhnle, Dirk Tiede, Elisabeth Schoepfer, Petra Füreder, Anna Svanberg, Torbjörn Rost
2014 J jnl
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.
Michael Hagenlocher, Stefan Lang, Daniel Hölbling, Dirk Tiede, Stefan Kienberger
2012 J jnl
Spatial and thematic assessment of object-based forest stand delineation using an OFA-matrix.
Int. J. Appl. Earth Obs. Geoinformation
Ana Hernando, Dirk Tiede, Florian Albrecht, Stefan Lang
2012 J jnl
Virtual Globes: Serving Science and Society.
Inf.
Thomas Blaschke, Karl Donert, Frank Gossette, Stefan Kienberger, Martin Marani, Salman Qureshi, Dirk Tiede
2011 J jnl
Automatic Geographic Object Based Mapping of Streambed and Riparian Zone Extent from LiDAR Data in a Temperate Rural Urban Environment, Australia.
Remote. Sens.
Kasper Johansen, Dirk Tiede, Thomas Blaschke, Lara A. Arroyo, Stuart R. Phinn
2010 J jnl
ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data.
Int. J. Geogr. Inf. Sci.
Lucian Dragut, Dirk Tiede, Shaun R. Levick