Thomas Esch

Orcid: 0000-0003-4193-9586

According to our database1, Thomas Esch authored at least 66 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Active Label Refinement for Semantic Segmentation of Satellite Images.
CoRR, 2023

Exploiting Copernicus Core Services for Assessing the Surface Urban Heat Island Intensity.
Proceedings of the Joint Urban Remote Sensing Event, 2023

Earth Observation-based analysis of NO2 pollution and settlement growth in megacities.
Proceedings of the Joint Urban Remote Sensing Event, 2023

2022
Towards an Improved Large-Scale Gridded Population Dataset: A Pan-European Study on the Integration of 3D Settlement Data into Population Modelling.
Remote. Sens., 2022

The Networked Energy Systems Emulation Center at the German Aerospace Center DLR - bridging the gap between digital simulation and real operation of energy grids.
Autom., 2022

2021
High-Resolution Gridded Population Datasets: Exploring the Capabilities of the World Settlement Footprint 2019 Imperviousness Layer for the African Continent.
Remote. Sens., 2021

2020
Annually modelling built-settlements between remotely-sensed observations using relative changes in subnational populations and lights at night.
Comput. Environ. Urban Syst., 2020

Towards a Large-Scale 3D Modeling of the Built Environment - Joint Analysis of TanDEM-X, Sentinel-2 and Open Street Map Data.
Remote. Sens., 2020

The Generalised Settlement Area: mapping the Earth surface in the vicinity of built-up areas.
Int. J. Digit. Earth, 2020

Digital world meets urban planet - new prospects for evidence-based urban studies arising from joint exploitation of big earth data, information technology and shared knowledge.
Int. J. Digit. Earth, 2020

A Novel Hybrid Machine Learning Algorithm for Limited and Big Data Modeling With Application in Industry 4.0.
IEEE Access, 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

Outlining where humans live - The World Settlement Footprint 2015.
CoRR, 2019

Facade Segmentation from Oblique UAV Imagery.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Remote sensing-supported generation of surface descriptors for a highly detailed urban climate model.
Proceedings of the Joint Urban Remote Sensing Event, 2019

The Urban Thematic Exploitation Platform - Processing, Analysing and Visualization of Heterogeneous Data for Urban Applications.
Proceedings of the Joint Urban Remote Sensing Event, 2019

HPC-as-a-Service via HEAppE Platform.
Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2019

2018
Where We Live - A Summary of the Achievements and Planned Evolution of the Global Urban Footprint.
Remote. Sens., 2018

New Prospects in Analysing Big Data from Space - The Urban Thematic Exploitation Platform.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Earth observation-supported service platform for the development and provision of thematic information on the built environment - the TEP-Urban project.
Proceedings of the Joint Urban Remote Sensing Event, 2017


The Landsat soil composite mapping processor (SCMAP): AN OPUS product.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks.
IEEE Geosci. Remote. Sens. Lett., 2016

Suitability of remote sensing based surface information for a three-dimensional urban microclimate model.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Earth observation-based service platforms - a new instrument to provide geo-information for urban and regional planning.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A novel approach for anthropogenic heat flux estimation from space.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Urban monitoring in support of sustainable cities.
Proceedings of the Joint Urban Remote Sensing Event, 2015

2014
Pan-European Grassland Mapping Using Seasonal Statistics From Multisensor Image Time Series.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A Conceptual List of Indicators for Urban Planning and Management Based on Earth Observation.
ISPRS Int. J. Geo Inf., 2014

Combined use of multi-seasonal high and medium resolution satellite imagery for parcel-related mapping of cropland and grassland.
Int. J. Appl. Earth Obs. Geoinformation, 2014

Classification of grassland types by means of multi-seasonal TerraSAR-X and RADARSAT-2 imagery.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Global urban growth monitoring by means of SAR data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A novel method for building height estmation using TanDEM-X data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 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

2013
Urban Footprint Processor - Fully Automated Processing Chain Generating Settlement Masks From Global Data of the TanDEM-X Mission.
IEEE Geosci. Remote. Sens. Lett., 2013

Mapping of grassland using seasonal statistics derived from multi-temporal satellite images.
Proceedings of the 7th International Workshop on the Analysis of Multi-temporal Remote Sensing Images, 2013

Unsupervised high-resolution global monitoring of urban settlements.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Towards EO-based sustainable urban planning and management.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Estimation of Rapidly Time-Varying Harmonic Noise for Speech Enhancement.
IEEE Signal Process. Lett., 2012

Application of quadpolarimetric TerraSAR-X data for landcover characterization in tropical regions - A case study in South Kalimantan, Indonesia.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Synergetic use of TerraSAR-X and Radarsat-2 time series data for identification and characterization of grassland types - a case study in Southern Bavaria, Germany.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Supporting urban micro climate modelling with airborne hyperspectral data.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Description of settlement patterns using VHR SAR data of the German TanDEM-X mission.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

An information theoretic view on Artificial Bandwidth Extension in noisy environments.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Characterization of Land Cover Types in TerraSAR-X Images by Combined Analysis of Speckle Statistics and Intensity Information.
IEEE Trans. Geosci. Remote. Sens., 2011

Machine Learning Comparison between WorldView-2 and QuickBird-2-Simulated Imagery Regarding Object-Based Urban Land Cover Classification.
Remote. Sens., 2011

Can the Future EnMAP Mission Contribute to Urban Applications? A Literature Survey.
Remote. Sens., 2011

Remote Sensing-Based Characterization of Settlement Structures for Assessing Local Potential of District Heat.
Remote. Sens., 2011

Pattern-Based Accuracy Assessment of an Urban Footprint Classification Using TerraSAR-X Data.
IEEE Geosci. Remote. Sens. Lett., 2011

Feature selection analysis of WorldView-II data for similar urban objects distinction.
Proceedings of the Joint Urban Remote Sensing Event, 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

Identification and characterization of urban structures using VHR SAR data.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Model-based speech enhancement using SNR dependent MMSE estimation.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Delineation of Urban Footprints From TerraSAR-X Data by Analyzing Speckle Characteristics and Intensity Information.
IEEE Trans. Geosci. Remote. Sens., 2010

Model-Based Dereverberation Preserving Binaural Cues.
IEEE Trans. Speech Audio Process., 2010

Estimation of building density using Terrasar-X-Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Land cover classification based on single-polarized VHR SAR images using texture information derived via speckle analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Wideband noise suppression supported by artificial bandwidth extension techniques.
Proceedings of the IEEE International Conference on Acoustics, 2010

Noise Reduction for Wideband Speech Exploiting Spectral Dependencies Based on Conditional Estimation.
Proceedings of the 9. ITG-Fachtagung Sprachkommunikation 2010, 2010

A Modified Minimum Statistics Algorithm for Reducing Time Varying Harmonic Noise.
Proceedings of the 9. ITG-Fachtagung Sprachkommunikation 2010, 2010

2009
Assessment of Urban Extent and Imperviousness of Cape Town using TerraSAR-X and Landsat Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Modeling of Impervious Surface in Germany using Landsat Images and Topographic Vector Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Efficient musical noise suppression for speech enhancement system.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Improvement of Image Segmentation Accuracy Based on Multiscale Optimization Procedure.
IEEE Geosci. Remote. Sens. Lett., 2008

Speech enhancement using a modified Kalman filter based on complex linear prediction and supergaussian priors.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Analysis of urban land use pattern based on high resolution radar imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007


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