ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data. - Lucian Dragut; Dirk Tiede; Shaun R. Levick (Int. J. Geogr. Inf. Sci., 2010)

Automatic Geographic Object Based Mapping of Streambed and Riparian Zone Extent from LiDAR Data in a Temperate Rural Urban Environment, Australia. - Kasper Johansen; Dirk Tiede; Thomas Blaschke; Lara A. Arroyo; Stuart R. Phinn (Remote. Sens., 2011)

Spatial and thematic assessment of object-based forest stand delineation using an OFA-matrix. - Ana Hernando; Dirk Tiede; Florian Albrecht; Stefan Lang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2012)

Virtual Globes: Serving Science and Society. - Thomas Blaschke; Karl Donert; Frank Gossette; Stefan Kienberger; Martin Marani; Salman Qureshi; Dirk Tiede (Inf., 2012)

Earth Observation-Based Dwelling Detection Approaches in a Highly Complex Refugee Camp Environment - A Comparative Study. - Kristin Spröhnle; Dirk Tiede; Elisabeth Schoepfer; Petra Füreder; Anna Svanberg; Torbjörn Rost (Remote. Sens., 2014)

Detection of Gully-Affected Areas by Applying Object-Based Image Analysis (OBIA) in the Region of Taroudannt, Morocco. - Sebastian d'Oleire-Oltmanns; Irene Marzolff; Dirk Tiede; Thomas Blaschke (Remote. Sens., 2014)

Modeling Hotspots of Climate Change in the Sahel Using Object-Based Regionalization of Multidimensional Gridded Datasets. - Michael Hagenlocher; Stefan Lang 001; Daniel Hölbling; Dirk Tiede; Stefan Kienberger (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

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. - Dirk Tiede; Sebastian d'Oleire-Oltmanns; Andrea Baraldi 001 (IGARSS, 2015)

Earth observation and GIS to support humanitarian operations in refugee/IDP camps. - Petra Füreder; Stefan Lang 001; Michael Hagenlocher; Dirk Tiede; Lorenz Wendt; Edith Rogenhofer (ISCRAM, 2015)

Building Extraction from Airborne Laser Scanning Data: An Analysis of the State of the Art. - Ivan Tomljenovic; Bernhard Höfle; Dirk Tiede; Thomas Blaschke (Remote. Sens., 2015)

A systematic comparison of different object-based classification techniques using high spatial resolution imagery in agricultural environments. - Manchun Li; Lei Ma 005; Thomas Blaschke; Liang Cheng 003; Dirk Tiede (Int. J. Appl. Earth Obs. Geoinformation, 2016)

A building extraction approach for Airborne Laser Scanner data utilizing the Object Based Image Analysis paradigm. - Ivan Tomljenovic; Dirk Tiede; Thomas Blaschke (Int. J. Appl. Earth Obs. Geoinformation, 2016)

ImageQuerying - prototypische Implementierung eines Systems zur raumzeitlichen und inhaltsbasierten Satellitenbildsuche und Satellitenbildanalyse. - Dirk Tiede; Martin Sudmanns; Andrea Baraldi 001; Mariana Belgiu; Stefan Lang 001 (AGIT Journal Angew. Geoinformatik, 2016)

Object-Based Change Detection in Urban Areas: The Effects of Segmentation Strategy, Scale, and Feature Space on Unsupervised Methods. - Lei Ma 005; Manchun Li; Thomas Blaschke; Xiaoxue Ma; Dirk Tiede; Liang Cheng 003; Zhenjie Chen; Dong Chen 007 (Remote. Sens., 2016)

Processing of Extremely High Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest - Part B: 3-D Contest. - Anh-Vu Vo; Linh Truong-Hong; Debra F. Laefer; Dirk Tiede; Sebastian d'Oleire-Oltmanns; Andrea Baraldi 001; Michal Shimoni; Gabriele Moser; Devis Tuia (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 1 Theory. - Andrea Baraldi 001; Michael Laurence Humber; Dirk Tiede; Stefan Lang 001 (CoRR, 2017)

Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 2 Validation. - Andrea Baraldi 001; Michael Laurence Humber; Dirk Tiede; Stefan Lang 001 (CoRR, 2017)

Automated Linear-Time Detection and Quality Assessment of Superpixels in Uncalibrated True- or False-Color RGB Images. - Andrea Baraldi 001; Dirk Tiede; Stefan Lang 001 (CoRR, 2017)

Spatial risk assessment of opium poppy cultivation in Afghanistan: integrating environmental and socio-economic drivers. - Stefan Kienberger; Raphael Spiekermann; Dirk Tiede; Irmgard Zeiler; Coen Bussink (Int. J. Digit. Earth, 2017)

ZonalMetrics - a Python toolbox for zonal landscape structure analysis. - Joanna Adamczyk; Dirk Tiede (Comput. Geosci., 2017)

Terrain Extraction in Built-Up Areas from Satellite Stereo-Imagery-Derived Surface Models: A Stratified Object-Based Approach. - Fritjof Luethje; Dirk Tiede; Clemens Eisank (ISPRS Int. J. Geo Inf., 2017)

Evaluation of Feature Selection Methods for Object-Based Land Cover Mapping of Unmanned Aerial Vehicle Imagery Using Random Forest and Support Vector Machine Classifiers. - Lei Ma 005; Tengyu Fu; Thomas Blaschke; Manchun Li; Dirk Tiede; Zhenjin Zhou; Xiaoxue Ma; Deliang Chen (ISPRS Int. J. Geo Inf., 2017)

Stratified Template Matching to Support Refugee Camp Analysis in OBIA Workflows. - Dirk Tiede; Pascal Krafft; Petra Füreder; Stefan Lang 001 (Remote. Sens., 2017)

Is Spatial Resolution Critical in Urbanization Velocity Analysis? Investigations in the Pearl River Delta. - Chunzhu Wei; Thomas Blaschke; Pavlos Kazakopoulos; Hannes Taubenböck; Dirk Tiede (Remote. Sens., 2017)

Abstract Data Types for Spatio-Temporal Remote Sensing Analysis (Short Paper). - Martin Sudmanns; Stefan Lang 001; Dirk Tiede; Christian Werner; Hannah Augustin; Andrea Baraldi 001 (GIScience, 2018)

Bevölkerungsabschätzung in Städten anhand von Stereo-Bildpaarungen, die nicht am selben Tag aufgenommen wurdenPopulation Estimation in Urban Areas Based on "Mixed/Cross" Stereo Models. - Lorenz Wendt; Thomas Krauß; Pablo d'Angelo; Dirk Tiede; Sebastian d'Oleire-Oltmanns; Kerstin Kulessa; Klaus Steinnocher; Bruno Chatenoux; Andrea de Bono; Stefan Lang 001 (AGIT Journal Angew. Geoinformatik, 2018)

Semantic and syntactic interoperability in online processing of big Earth observation data. - Martin Sudmanns; Dirk Tiede; Stefan Lang 001; Andrea Baraldi 001 (Int. J. Digit. Earth, 2018)

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. - Andrea Baraldi 001; Dirk Tiede (ISPRS Int. J. Geo Inf., 2018)

Evaluation of Different Machine Learning Algorithms for Scalable Classification of Tree Types and Tree Species Based on Sentinel-2 Data. - Mathias Wessel; Melanie Brandmeier; Dirk Tiede (Remote. Sens., 2018)

Rahmenkonzept und Komponenten für Citizen-Science-Projekte - das Projekt citizenMorph / Framework and Components for Citizen Science Projects -The citizenMorph Project. - Sabine Hennig; Daniel Hölbling; Nicole Ferber; Dirk Tiede (AGIT Journal Angew. Geoinformatik, 2019)

Semantic Earth Observation Data Cubes. - Hannah Augustin; Martin Sudmanns; Dirk Tiede; Stefan Lang 001; Andrea Baraldi 001 (Data, 2019)

Geobia Achievements and Spatial Opportunities in the Era of Big Earth Observation Data. - Stefan Lang 001; Geoffrey J. Hay; Andrea Baraldi 001; Dirk Tiede; Thomas Blaschke (ISPRS Int. J. Geo Inf., 2019)

Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection. - Omid Ghorbanzadeh; Thomas Blaschke; Khalil Gholamnia; Sansar Raj Meena; Dirk Tiede; Jagannath Aryal (Remote. Sens., 2019)

Assessing global Sentinel-2 coverage dynamics and data availability for operational Earth observation (EO) applications using the EO-Compass. - Martin Sudmanns; Dirk Tiede; Hannah Augustin; Stefan Lang 001 (Int. J. Digit. Earth, 2020)

Big Earth data: disruptive changes in Earth observation data management and analysis? - Martin Sudmanns; Dirk Tiede; Stefan Lang 001; Helena Bergstedt; Georg Trost; Hannah Augustin; Andrea Baraldi 001; Thomas Blaschke (Int. J. Digit. Earth, 2020)

Semantic Segmentation of Sentinel-2 Imagery for Mapping Irrigation Center Pivots. - Lukas Graf 002; Heike Bach; Dirk Tiede (Remote. Sens., 2020)

The Austrian Semantic EO Data Cube Infrastructure. - Martin Sudmanns; Hannah Augustin; Lucas van der Meer; Andrea Baraldi 001; Dirk Tiede (Remote. Sens., 2021)

Mask R-CNN-based building extraction from VHR satellite data in operational humanitarian action: An example related to Covid-19 response in Khartoum, Sudan. - Dirk Tiede; Gina Schwendemann; Ahmad Alobaidi; Lorenz Wendt; Stefan Lang 001 (Trans. GIS, 2021)

Comparing the robustness of U-Net, LinkNet, and FPN towards label noise for refugee dwelling extraction from satellite imagery. - Yunya Gao; Stefan Lang 001; Dirk Tiede; Getachew Workineh Gella; Lorenz Wendt (GHTC, 2022)

Automatisierte Identifikation von Hotspots der Bodenversiegelung basierend auf Sentinel-2-Satellitenbildzeitreihen / Automated Identification of Soil Sealing Hotspots Based on Sentinel-2 Time-Series. - Thomas Strasser; Martin Sudmanns; Larisa Paulescu; Hannah Augustin; Kerstin Herzinger; Lucas van der Meer; Andrea Baraldi 001; Dirk Tiede (AGIT Journal Angew. Geoinformatik, 2022)

CroCo: Cross-Modal Contrastive learning for localization of Earth Observation data. - Wei-Hsin Tseng; Hoàng-Ân Lê; Alexandre Boulch; Sébastien Lefèvre; Dirk Tiede (CoRR, 2022)

Inferring 2D Local Surface-Deformation Velocities Based on PSI Analysis of Sentinel-1 Data: A Case Study of Öræfajökull, Iceland. - Jirathana Dittrich; Daniel Hölbling; Dirk Tiede; Þorsteinn Sæmundsson (Remote. Sens., 2022)

UAV-Based Forest Health Monitoring: A Systematic Review. - Simon Ecke; Jan Dempewolf; Julian Frey; Andreas Schwaller; Ewald Endres; Hans-Joachim Klemmt; Dirk Tiede; Thomas Seifert (Remote. Sens., 2022)

Mapping of Dwellings in IDP/Refugee Settlements from Very High-Resolution Satellite Imagery Using a Mask Region-Based Convolutional Neural Network. - Getachew Workineh Gella; Lorenz Wendt; Stefan Lang 001; Dirk Tiede; Barbara Hofer; Yunya Gao; Andreas Braun 002 (Remote. Sens., 2022)

Mapping Dwellings in IDP/Refugee Settlements Using Deep Learning. - Omid Ghorbanzadeh; Alessandro Crivellari; Dirk Tiede; Pedram Ghamisi; Stefan Lang 001 (Remote. Sens., 2022)

Variational Autoencoders for Unsupervised Object Counting from VHR Imagery: Applications in Dwelling Extraction from Forcibly Displaced People Settlement Areas. - Getachew Workineh Gella; Hugo Gangloff; Lorenz Wendt; Dirk Tiede; Stefan Lang 001 (IGARSS, 2023)

Estimation of Physical Parameters of Waveforms With Neural Networks. - Saad Ahmed Jamal; Thomas Corpetti; Dirk Tiede; Mathilde Letard; Dimitri Lague (CoRR, 2023)

Spatially transferable dwelling extraction from Multi-Sensor imagery in IDP/Refugee Settlements: A meta-Learning approach. - Getachew Workineh Gella; Dirk Tiede; Stefan Lang 001; Lorenz Wendit; Yunya Gao (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Height estimation from single aerial imagery using contrastive learning based multi-scale refinement network. - Wufan Zhao; Hu Ding; Jiaming Na; Mengmeng Li 002; Dirk Tiede (Int. J. Digit. Earth, 2023)

Water Body Detection Using Sen2Cube.at and Comparison to Open Government Data - Assessing for Floating Photovoltaics. - Franziska Hübl; Hannah Augustin; Martin Sudmanns; Dirk Tiede; Johannes Scholz (AGILE Conf., 2024)

Species-specific machine learning models for UAV-based forest health monitoring: Revealing the importance of the BNDVI. - Simon Ecke; Florian Stehr; Jan Dempewolf; Julian Frey; Hans-Joachim Klemmt; Thomas Seifert; Dirk Tiede (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Towards operational UAV-based forest health monitoring: Species identification and crown condition assessment by means of deep learning. - Simon Ecke; Florian Stehr; Julian Frey; Dirk Tiede; Jan Dempewolf; Hans-Joachim Klemmt; Ewald Endres; Thomas Seifert (Comput. Electron. Agric., 2024)

Unsupervised Domain Adaptation for Instance Segmentation: Extracting Dwellings in Temporary Settlements Across Various Geographical Settings. - Getachew Workineh Gella; Charlotte Pelletier; Sébastien Lefèvre; Lorenz Wendt; Dirk Tiede; Stefan Lang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Self-Supervised Variational Autoencoder for Unsupervised Object Counting from Very-High-Resolution Satellite Imagery: Applications in Dwelling Extraction in FDP Settlement Areas. - Getachew Workineh Gella; Hugo Gangloff; Lorenz Wendt; Dirk Tiede; Stefan Lang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)