Dirk Tiede

Assoc Prof

University of Salzburg

Austria

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Research Interests

Physical Geography

20%

Human Geography

40%

Landscape Ecology

20%

Land Cover

20%

Earth Observation

20%

Refugee Studies

20%

Urbanism

20%

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Recent Grants

Grant: Close

Observation and Reporting of Landscape Dynamics by Citizens

Open Date: 2018-07-01

Close Date: 2020-06-30

Grant: Close

Mapping, monitoring and modelling the dynamics of land surface morphology

Open Date: 2016-11-01

Close Date: 2020-06-30

Articles13

Unsupervised Domain Adaptation for Instance Segmentation: Extracting Dwellings in Temporary Settlements Across Various Geographical Settings

Article Link

Year:

2024

Consistent land use and land cover classification across 20 years of various high-resolution images for detecting soil sealing in Murcia, Spain

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Year:

2024

Self-Supervised Variational Autoencoder for Unsupervised Object Counting from Very-High-Resolution Satellite Imagery: Applications in Dwelling Extraction in FDP Settlement Areas

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Year:

2024

Height estimation from single aerial imagery using contrastive learning based multi-scale refinement network

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Year:

2023

Estimating the temporal heterogeneity of mowing events on grassland for haymilk-production using Sentinel-2 and greenness-index

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Year:

2023

Innovative Analysis Ready Data (ARD) product and process requirements, software system design, algorithms and implementation at the midstream as necessary-but-not-sufficient precondition of the downstream in a new notion of Space Economy 4.0 - Part 1: Problem background in Artificial General Intelligence (AGI)

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Year:

2023

Innovative Analysis Ready Data (ARD) product and process requirements, software system design, algorithms and implementation at the midstream as necessary-but-not-sufficient precondition of the downstream in a new notion of Space Economy 4.0 - Part 2: Software developments

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Year:

2023

Think global, cube local: an Earth Observation Data Cube’s contribution to the Digital Earth vision

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Year:

2023

Mapping Dwellings in IDP/Refugee Settlements Using Deep Learning

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Year:

2022

Comparing OBIA-Generated Labels and Manually Annotated Labels for Semantic Segmentation in Extracting Refugee-Dwelling Footprints

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Year:

2022

Citizen science and geomorphology: the citizenMorph pilot system for observing and reporting data on landforms

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Year:

2022

Collection, Standardization and Attribution of Robust Disaster Event Information—A Demonstrator of a National Event-Based Loss and Damage Database in Austria

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Year:

2022

UAV-Based Forest Health Monitoring: A Systematic Review

Article Link

Year:

2022

Collaborators6

Chris Schubert

TU Wien

AUSTRIA

Daniel Hölbling

University of Salzburg

AUSTRIA

Sébastien Lefèvre

Full Profesor in Computer Science

Université de Bretagne Occidentale

FRANCE

Omid Ghorbanzadeh

AUSTRIA

Stefan Lang

Assoc. Professor, Research Coordinator

University of Salzburg

AUSTRIA

Gregory Giuliani

University of Geneva

SWITZERLAND

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