Peter Reinartz

Orcid: 0000-0002-8122-1475

According to our database1, Peter Reinartz authored at least 145 papers between 1990 and 2024.

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

Timeline

Legend:

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Bibliography

2024
A Self-Training Approach Using Benchmark Dataset and Stereo-DSM for Building Extraction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

The data archive of the spaceborne imaging spectrometer mission DESIS.
Proceedings of the IGARSS 2024, 2024

2023
Mapping the National Seagrass Extent in Seychelles Using PlanetScope NICFI Data.
Remote. Sens., September, 2023

STCD-EffV2T Unet: Semi Transfer Learning EfficientNetV2 T-Unet Network for Urban/Land Cover Change Detection Using Sentinel-2 Satellite Images.
Remote. Sens., March, 2023

Learning-Based Near-Infrared Band Simulation with Applications on Large-Scale Landcover Classification.
Sensors, 2023

Multi-layer Thematic Map Representation for Urban Understanding.
Proceedings of the Joint Urban Remote Sensing Event, 2023

Atmospheric Correction of DESIS and EnMAP Hyperspectral Data: Validation of L2a Products.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Introducing DLR Hysu - A Benchmark Dataset for Spectral Unmixing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Urban Sprawl and COVID-19 Impact Analysis by Integrating Deep Learning with Google Earth Engine.
Remote. Sens., 2022

GA-Net-Pyramid: An Efficient End-to-End Network for Dense Matching.
Remote. Sens., 2022

Influence of the Solar Spectra Models on PACO Atmospheric Correction.
Remote. Sens., 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

A Simple Cloud-Native Spectral Transformation Method to Disentangle Optically Shallow and Deep Waters in Sentinel-2 Images.
Remote. Sens., 2022

Soil Reflectance Composites - Improved Thresholding and Performance Evaluation.
Remote. Sens., 2022

Evaluation of SEN2COR Surface Reflectance Products over Land Surface with Reference Measurements on Ground.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

The Spaceborne Imaging Spectrometer Desis: Data Access, Outreach Activities, and Scientific Applications.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Vicarious Calibration of The Desis Imaging Spectrometer: Status and Plans.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

DLR HySU - A Benchmark Dataset for Spectral Unmixing.
Remote. Sens., 2021

Multiple Pedestrians and Vehicles Tracking in Aerial Imagery Using a Convolutional Neural Network.
Remote. Sens., 2021

Oblique view individual tree crown delineation.
Int. J. Appl. Earth Obs. Geoinformation, 2021

The Spaceborne Imaging Spectrometer Desis: Data Access and Scientific Applications.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Vicarious Calibration of the DESIS Imaging Spectrometer.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
PACO: Python-Based Atmospheric Correction.
Sensors, 2020

Multi-Label Learning based Semi-Global Matching Forest.
Remote. Sens., 2020

Elevation-Dependent Removal of Cirrus Clouds in Satellite Imagery.
Remote. Sens., 2020

Multiple Pedestrians and Vehicles Tracking in Aerial Imagery: A Comprehensive Study.
CoRR, 2020

GAN-Generated Elevation Models in Computational Fluid Dynamics: A Feasibility Study for Complex Urban Terrain.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 2.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 1.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

AerialMPTNet: Multi-Pedestrian Tracking in Aerial Imagery Using Temporal and Graphical Features.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Aerial LaneNet: Lane-Marking Semantic Segmentation in Aerial Imagery Using Wavelet-Enhanced Cost-Sensitive Symmetric Fully Convolutional Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2019

Data Products, Quality and Validation of the DLR Earth Sensing Imaging Spectrometer (DESIS).
Sensors, 2019

Automatic Annotation of Airborne Images by Label Propagation Based on a Bayesian-CRF Model.
Remote. Sens., 2019

Cubesats Allow High Spatiotemporal Estimates of Satellite-Derived Bathymetry.
Remote. Sens., 2019

Leveraging Commercial High-Resolution Multispectral Satellite and Multibeam Sonar Data to Estimate Bathymetry: The Case Study of the Caribbean Sea.
Remote. Sens., 2019

Automatic 3-D Building Model Reconstruction from Very High Resolution Stereo Satellite Imagery.
Remote. Sens., 2019

Multi-Task cGAN for Simultaneous Spaceborne DSM Refinement and Roof-Type Classification.
Remote. Sens., 2019

MRCNet: Crowd Counting and Density Map Estimation in Aerial and Ground Imagery.
CoRR, 2019

On the use of Sentinel-2 for coastal habitat mapping and satellite-derived bathymetry estimation using downscaled coastal aerosol band.
Int. J. Appl. Earth Obs. Geoinformation, 2019

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

Building Change Detection Based on Deep Learning and Belief Function.
Proceedings of the Joint Urban Remote Sensing Event, 2019

3D Semantic Segmentation from Multi-View Optical Satellite Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Comparing Atmospheric Correction Performance for Sentinel-2 and Landsat-8 Data.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

DSM Building Shape Refinement from Combined Remote Sensing Images Based on WNET-CGANS.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Superpixel-Based 3D Building Model Refinement and Change Detection, Using VHR Stereo Satellite Imagery.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Late or Earlier Information Fusion From Depth and Spectral Data? Large-Scale Digital Surface Model Refinement by Hybrid-CGAN.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Exploring the Potential of Conditional Adversarial Networks for Optical and SAR Image Matching.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Building Footprint Extraction From VHR Remote Sensing Images Combined With Normalized DSMs Using Fused Fully Convolutional Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Optimization of OpenStreetMap Building Footprints Based on Semantic Information of Oblique UAV Images.
Remote. Sens., 2018

Estimating Satellite-Derived Bathymetry (SDB) with the Google Earth Engine and Sentinel-2.
Remote. Sens., 2018

Towards Global-Scale Seagrass Mapping and Monitoring Using Sentinel-2 on Google Earth Engine: The Case Study of the Aegean and Ionian Seas.
Remote. Sens., 2018

Modified Superpixel Segmentation for Digital Surface Model Refinement and Building Extraction from Satellite Stereo Imagery.
Remote. Sens., 2018

DSM-to-LoD2: Spaceborne Stereo Digital Surface Model Refinement.
Remote. Sens., 2018

Tree Species Classification by Fusing of Very Highresoltuion Hyperspectral Images and 3K-DSM.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Building Detection and Segmentation Using a CNN with Automatically Generated Training Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Combining Deep and Shallow Neural Networks with Ad Hoc Detectors for the Classification of Complex Multi-Modal Urban Scenes.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Object-Related Alignment of Heterogeneous Image Data in Remote Sensing.
Proceedings of the 21st International Conference on Information Fusion, 2018

Towards Multi-class Object Detection in Unconstrained Remote Sensing Imagery.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Spatially Regularized Fusion of Multiresolution Digital Surface Models.
IEEE Trans. Geosci. Remote. Sens., 2017

Building Outline Extraction Using a Heuristic Approach Based on Generalization of Line Segments.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Simulation-Based Interpretation and Alignment of High-Resolution Optical and SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Automatic UAV Image Geo-Registration by Matching UAV Images to Georeferenced Image Data.
Remote. Sens., 2017

Exploring Digital Surface Models from Nine Different Sensors for Forest Monitoring and Change Detection.
Remote. Sens., 2017

APDA Water Vapor Retrieval Validation for Sentinel-2 Imagery.
IEEE Geosci. Remote. Sens. Lett., 2017

Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data.
CoRR, 2017

Bayesian linear regression for crowd density estimation in aerial images.
Proceedings of the Joint Urban Remote Sensing Event, 2017

Automatic alignment of high resolution optical and SAR images for urban areas.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Cloud Removal in Image Time Series Through Sparse Reconstruction From Random Measurements.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Detection of High-Density Crowds in Aerial Images Using Texture Classification.
Remote. Sens., 2016

Combined Haze and Cirrus Removal for Multispectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2016

Fusion and classification of aerial images from MAVS and airplanes for local information enrichment.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

RaySAR - 3D SAR simulator: Now open source.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

The TUM-DLR Multimodal Earth Observation Evaluation Benchmark.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
Object Recognition Based on the Context Aware Decision-Level Fusion in Multiviews Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Restoration of Simulated EnMAP Data through Sparse Spectral Unmixing.
Remote. Sens., 2015

Joint Sparsity Model for Multilook Hyperspectral Image Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2015

Fusion of hyperspectral and LIDAR data using decision template-based fuzzy multiple classifier system.
Int. J. Appl. Earth Obs. Geoinformation, 2015

Restoration of EnMAP data through sparse reconstruction.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Hyperspectral resolution enhancement using multisensor image data.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Crowd detection in airborne images using spatial point statistics.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Cloud removal in image time series through unmixing.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Refined building change detection in satellite stereo imagery based on belief functions and reliabilities.
Proceedings of the 2015 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2015

Building change detection in satellite stereo imagery based on belief functions.
Proceedings of the Joint Urban Remote Sensing Event, 2015

Template based matching of optical and SAR imagery.
Proceedings of the Joint Urban Remote Sensing Event, 2015

Sparse pixel-wise spectral unmixing - Which algorithm to use and how to improve the results.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Improving Change Detection in Forest Areas Based on Stereo Panchromatic Imagery Using Kernel MNF.
IEEE Trans. Geosci. Remote. Sens., 2014

Building Change Detection Based on Satellite Stereo Imagery and Digital Surface Models.
IEEE Trans. Geosci. Remote. Sens., 2014

Haze Detection and Removal in Remotely Sensed Multispectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2014

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., 2014

Automatic SAR Simulation Technique for Object Identification in Complex Urban Scenarios.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Classification of Hyperspectral Data Using an AdaBoostSVM Technique Applied on Band Clusters.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

An Operational System for Estimating Road Traffic Information from Aerial Images.
Remote. Sens., 2014

Authorship analysis based on data compression.
Pattern Recognit. Lett., 2014

Noise Reduction in Hyperspectral Images Through Spectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2014

Spectral-spatial joint sparsity unmixing of hyperspectral data using overcomplete dictionaries.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

A probabilistic approach to building change detection.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

A systematic approach for building change detection using multi-source data.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Model-driven 3D building reconstruction based on integeration of DSM and spectral information of satellite images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 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

Unmixing-based denoising for destriping and inpainting of hyperspectral images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Hyperspectral image resolution enhancement based on joint sparsity spectral unmixing.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Dempster-Shafer fusion based building change detection from satellite stereo imagery.
Proceedings of the 17th International Conference on Information Fusion, 2014

2013
A Classification Algorithm for Hyperspectral Images Based on Synergetics Theory.
IEEE Trans. Geosci. Remote. Sens., 2013

Airborne Vehicle Detection in Dense Urban Areas Using HoG Features and Disparity Maps.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Alphabet-Based Multisensory Data Fusion and Classification Using Factor Graphs.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Spatial Quality Assessment of Pan-Sharpened High Resolution Satellite Imagery Based on an Automatically Estimated Edge Based Metric.
Remote. Sens., 2013

Building Reconstruction Using DSM and Orthorectified Images.
Remote. Sens., 2013

Object oriented image analysis based on multi-agent recognition system.
Comput. Geosci., 2013

On the application of spectral unmixing for noise reduction.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Sparse spectral unmixing with endmember groups pre-selection.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Fusion of hyperspectral images and height models using edge probability.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Object-based change detection for individual buildings in SAR images captured with different incidence angles.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
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., 2012

Combined Edge Segment Texture Analysis for the Detection of Damaged Buildings in Crisis Areas.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

On the use of overcomplete dictionaries for spectral unmixing.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Airborne traffic monitoring supported by fast calculated digital surface models.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Performance assessment of automatic crowd detection techniques on airborne images.
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

Selection of numerical measures for pan-sharpening assessment.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Factor graph models for multisensory data fusion: From low-level features to high level interpretation.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

New approaches on dimensionality reduction in hyperspectral images for classification purposes.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Change Detection Analysis of Forest Areas Using Satellite Stereo Data.
Proceedings of the Informationstechnologie für eine nachhaltige Landbewirtschaftung, Fokus: Forstwirtschaft, Referate der 32. GIL-Jahrestagung, 29. Februar, 2012

2011
Adaptive Shadow Detection Using a Blackbody Radiator Model.
IEEE Trans. Geosci. Remote. Sens., 2011

Accuracy Enhancement of ASTER Global Digital Elevation Models Using ICESat Data.
Remote. Sens., 2011

Compression-based unsupervised clustering of spectral signatures.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Interpretation of SAR images in urban areas using simulated optical and radar images.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Multi-resolution, multi-sensor image fusion: general fusion framework.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Multi-sensor data fusion for urban area classification.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Automatic urban area monitoring using digital surface models and shape features.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Automatic crowd density and motion analysis in airborne image sequences based on a probabilistic framework.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010
Mutual-Information-Based Registration of TerraSAR-X and Ikonos Imagery in Urban Areas.
IEEE Trans. Geosci. Remote. Sens., 2010

Visualisierung von Veränderungen in Katastrophengebieten mittels texturbasierter Auswerteverfahren.
Proceedings of the Geoinformatik 2010 - Die Welt im Netz: Konferenzband, Kiel, 2010

2009
A new software/hardware architecture for real time image processing of wide area airborne camera images.
J. Real Time Image Process., 2009

Matching of High Resolution Optical Data to a Shaded DEM.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Using Geometric Accuracy of TerraSAR-X Data for Improvement of Direct Sensor Orientation and Ortho-rectification of Optical Satelite Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Stereo Evaluation of ALOS PRISM and IKONOS in Yemen.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Orthorectification and DSM Generation with ALOS-Prism Data in Urban Areas.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Detection of Traffic Congestion in Optical Remote Sensing Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Application of generalized partial volume estimation for mutual information based registration of high resolution SAR and optical imagery.
Proceedings of the 11th International Conference on Information Fusion, 2008

2005
Results from an airborne SAR GMTI experiment supporting TerraSAR-X traffic processor development.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

2004
Radar signatures of road vehicles.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

2003
Mosaicking of optical remote sensing imagery.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Radiometric normalization of optical remote sensing imagery.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

1990
Beiträge zur Optimierung von multispetralen Klassifizierungen durch Trennbarkeitsmaße.
Proceedings of the Informatik für den Umweltschutz, 1990


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