Rupert Müller

Orcid: 0000-0002-3288-5814

According to our database1, Rupert Müller authored at least 65 papers between 2003 and 2023.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

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

Fast Machine Learning Simulator of At-Sensor Radiances for Solar-Induced Fluorescence Retrieval with DESIS and Hyplant.
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

Deep Learning Based Prediction of Sun-Induced Fluorescence from Hyplant Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Shadow-Aware Nonlinear Spectral Unmixing for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

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

Shadow-Aware Nonlinear Spectral Unmixing With Spatial Regularization.
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 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
Correction: Zhang, G., et al. Shadow Detection and Restoration for Hyperspectral Images Based on Nonlinear Spectral Unmixing. Remote Sensing 2020, 12, 3985.
Remote. Sens., 2021

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

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

Evaluating Soil Reflectance Composites generated by SCMaP using different Sentinel-2 reflectance data inputs.
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

Shadow Detection and Restoration for Hyperspectral Images Based on Nonlinear Spectral Unmixing.
Remote. Sens., 2020

Improving the Classification in Shadowed Areas using Nonlinear Spectral Unmixing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Data Validation of the DLR Earth Sensing Imaging Spectrometer DESIS.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
The Instrument Design of the DLR Earth Sensing Imaging Spectrometer (DESIS).
Sensors, 2019

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

Towards the Spectral Restoration of Shadowed Areas in Hyperspectral Images Based on Nonlinear Unmixing.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

First Results of the DESIS Imaging Spectrometer On Board the International Space Station.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 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

Processing, Validation And Quality Control Of Spaceborne Imaging Spectroscopy Data From Desis Mission on the Iss.
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

2017
Exploiting Deep Matching and SAR Data for the Geo-Localization Accuracy Improvement of Optical Satellite Images.
Remote. Sens., 2017

On the possibility of conditional adversarial networks for multi-sensor image matching.
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

A New Approach for Endmember Extraction and Clustering Addressing Inter- and Intra-Class Variability via Multiscaled-Band Partitioning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Effects of the multiscaled-band partitioning on the abundance estimation.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

The hyperspectral sensor DESIS on MUSES: Processing and applications.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Overview of the EnMAP imaging spectroscopy mission.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
The EnMAP Spaceborne Imaging Spectroscopy Mission for Earth Observation.
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

A Metric for Polygon Comparison and Building Extraction Evaluation.
IEEE Geosci. Remote. Sens. Lett., 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

A novel approach for endmember bundle extraction using spectral space splitting.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

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

EnMAP radiometric inflight calibration, post-launch product validation, and instrument characterization activities.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 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
Haze Detection and Removal in Remotely Sensed Multispectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 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

ENMAP data product standards.
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

Quality assessment of building extraction from remote sensing imagery.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

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

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

Pre- and in-flight geometric characterization and calibration concepts for the EnMAP mission.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Incorporating a push-broom scanner into a generic hyperspectral processing chain.
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

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

2009
Processors for ALOS Optical Data: Deconvolution, DEM Generation, Orthorectification, and Atmospheric Correction.
IEEE Trans. Geosci. Remote. Sens., 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

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

Automated image matching between geocoded Landsat-TM scenes and MOMS-2P stereo imager for DEM and orthoimage production.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003


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