Rupert Müller

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 30

Top Topics

Resolution Enhancement

Spectral Images

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Miguel Pato, Kevin Alonso, Stefan Auer, Jim Buffat, Emiliano Carmona, Stefan Maier, Rupert Müller, Patrick Rademske, Uwe Rascher, Hanno Scharr
Fast Machine Learning Simulator of At-Sensor Radiances for Solar-Induced Fluorescence Retrieval with DESIS and Hyplant. IGARSS (2023)
Raquel De los Reyes, Maximilian Langheinrich, Kevin Alonso, Martin Bachmann, Emiliano Carmona, Birgit Gerasch, Stefanie Holzwarth, David Marshall, Rupert Müller, Miguel Pato, Bringfried Pflug, Rudolf Richter, Peter Schwind, Tobias Storch, Peter Reinartz
Atmospheric Correction of DESIS and EnMAP Hyperspectral Data: Validation of L2a Products. IGARSS (2023)
Daniele Cerra, Miguel Pato, Kevin Alonso, Claas Köhler, Mathias Schneider, Raquel De los Reyes, Emiliano Carmona, Rudolf Richter, Franz Kurz, Rupert Müller, Peter Reinartz
Introducing DLR Hysu - A Benchmark Dataset for Spectral Unmixing. IGARSS (2023)
Jim Buffat, Miguel Pato, Kevin Alonso, Stefan Auer, Emiliano Carmona, Stefan Maier, Rupert Müller, Patrick Rademske, Uwe Rascher, Hanno Scharr
Deep Learning Based Prediction of Sun-Induced Fluorescence from Hyplant Imagery. IGARSS (2023)
Guichen Zhang, Paul Scheunders, Daniele Cerra, Rupert Müller
Shadow-Aware Nonlinear Spectral Unmixing for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Uta Heiden, Pablo d'Angelo, Peter Schwind, Paul Karlshöfer, Rupert Müller, Simone Zepp, Martin Wiesmeier, Peter Reinartz
Soil Reflectance Composites - Improved Thresholding and Performance Evaluation. Remote. Sens. 14 (18) (2022)
Guichen Zhang, Daniele Cerra, Rupert Müller, Paul Scheunders
Shadow-Aware Nonlinear Spectral Unmixing With Spatial Regularization. WHISPERS (2022)
Emiliano Carmona, Kevin Alonso, Martin Bachmann, Kara Burch, Daniele Cerra, Raquel De los Reyes, Uta Heiden, Uwe Knodt, David Krutz, David Marshall, Rupert Müller, Mary Pagnutti, Peter Reinartz, Robert E. Ryan
Vicarious Calibration of the DESIS Imaging Spectrometer. IGARSS (2021)
Daniele Cerra, Miguel Pato, Kevin Alonso, Claas Köhler, Mathias Schneider, Raquel de los Reyes, Emiliano Carmona, Rudolf Richter, Franz Kurz, Peter Reinartz, Rupert Müller
DLR HySU - A Benchmark Dataset for Spectral Unmixing. Remote. Sens. 13 (13) (2021)
Uta Heiden, Pablo d'Angelo, Peter Schwind, Raquel de los Reyes, Rupert Müller
Evaluating Soil Reflectance Composites generated by SCMaP using different Sentinel-2 reflectance data inputs. IGARSS (2021)
Guichen Zhang, Daniele Cerra, Rupert Müller
Correction: Zhang, G., et al. Shadow Detection and Restoration for Hyperspectral Images Based on Nonlinear Spectral Unmixing. Remote Sensing 2020, 12, 3985. Remote. Sens. 13 (3) (2021)
Rupert Müller, Kevin Alonso, Martin Bachmann, Kara Burch, Emiliano Carmona, Daniele Cerra, Daniele Dietrich, Peter Gege, Heath Lester, Uta Heiden, Stefanie Holzwarth, Uwe Knodt, David Krutz, David Marshall, Miguel Pato, Raquel De los Reyes, Peter Reinartz, Mirco Tegler
The Spaceborne Imaging Spectrometer Desis: Data Access and Scientific Applications. IGARSS (2021)
Raquel de los Reyes, Maximilian Langheinrich, Peter Schwind, Rudolf Richter, Bringfried Pflug, Martin Bachmann, Rupert Müller, Emiliano Carmona, Viktoria Zekoll, Peter Reinartz
PACO: Python-Based Atmospheric Correction. Sensors 20 (5) (2020)
Guichen Zhang, Daniele Cerra, Rupert Müller
Shadow Detection and Restoration for Hyperspectral Images Based on Nonlinear Spectral Unmixing. Remote. Sens. 12 (23) (2020)
Uta Heiden, Kevin Alonso-González, Martin Bachmann, Kara Burch, Emiliano Carmona, Daniele Cerra, Raquel de los Reyes, Daniele Dietrich, Uwe Knodt, David Krutz, Rupert Müller, Mary Pagnutti, Rudolf Richter, Robert E. Ryan, Ilse Sebastian, Mirco Tegler
Data Validation of the DLR Earth Sensing Imaging Spectrometer DESIS. IGARSS (2020)
Guichen Zhang, Daniele Cerra, Rupert Müller
Improving the Classification in Shadowed Areas using Nonlinear Spectral Unmixing. IGARSS (2020)
Emiliano Carmona, Raquel De los Reyes, Mirco Tegler, Valentin Ziel, Kevin Alonso-González, Martin Bachmann, Daniele Cerra, Daniele Dietrich, Uta Heiden, Uwe Knodt, David Krutz, Rupert Müller
First Results of the DESIS Imaging Spectrometer On Board the International Space Station. IGARSS (2019)
Guichen Zhang, Daniele Cerra, Rupert Müller
Towards the Spectral Restoration of Shadowed Areas in Hyperspectral Images Based on Nonlinear Unmixing. WHISPERS (2019)
David Krutz, Rupert Müller, Uwe Knodt, Burghardt Günther, Ingo Walter, Ilse Sebastian, Thomas Säuberlich, Ralf Reulke, Emiliano Carmona, Andreas Eckardt, Holger Venus, Christian Fischer, Bernd Zender, Simone Arloth, Matthias Lieder, Michael Neidhardt, Ute Grote, Friedrich Schrandt, Samuele Gelmi, Andreas Wojtkowiak
The Instrument Design of the DLR Earth Sensing Imaging Spectrometer (DESIS). Sensors 19 (7) (2019)
Kevin Alonso, Martin Bachmann, Kara Burch, Emiliano Carmona, Daniele Cerra, Raquel De los Reyes, Daniele Dietrich, Uta Heiden, Andreas Hölderlin, Jack Ickes, Uwe Knodt, David Krutz, Heath Lester, Rupert Müller, Mary Pagnutti, Peter Reinartz, Rudolf Richter, Robert E. Ryan, Ilse Sebastian, Mirco Tegler
Data Products, Quality and Validation of the DLR Earth Sensing Imaging Spectrometer (DESIS). Sensors 19 (20) (2019)
Rupert Müller, Martin Bachmann, Kevin Alonso, Emiliano Carmona, Daniele Cerra, Raquel De los Reyes, Birgit Gerasch, Harald Krawczyk, Valentin Ziel, Uta Heiden, David Krutz
Processing, Validation And Quality Control Of Spaceborne Imaging Spectroscopy Data From Desis Mission on the Iss. IGARSS (2018)
Nina Merkle, Stefan Auer, Rupert Müller, Peter Reinartz
Exploring the Potential of Conditional Adversarial Networks for Optical and SAR Image Matching. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (6) (2018)
Daniele Cerra, Miguel Pato, Emiliano Carmona, Seyed Majid Azimi, Jiaojiao Tian, Reza Bahmanyar, Franz Kurz, Eleonora Vig, Ksenia Bittner, Corentin Henry, Pablo d'Angelo, Rupert Müller, Kevin Alonso, Peter Fischer, Peter Reinartz
Combining Deep and Shallow Neural Networks with Ad Hoc Detectors for the Classification of Complex Multi-Modal Urban Scenes. IGARSS (2018)
Nina Merkle, Peter Fischer, Stefan Auer, Rupert Müller
On the possibility of conditional adversarial networks for multi-sensor image matching. IGARSS (2017)
Nina Merkle, Wenjie Luo, Stefan Auer, Rupert Müller, Raquel Urtasun
Exploiting Deep Matching and SAR Data for the Geo-Localization Accuracy Improvement of Optical Satellite Images. Remote. Sens. 9 (6) (2017)
Charoula Andreou, Derek M. Rogge, Rupert Müller
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. 9 (9) (2016)
Daniele Cerra, Jakub Bieniarz, Florian Beyer, Jiaojiao Tian, Rupert Müller, Thomas Jarmer, Peter Reinartz
Cloud Removal in Image Time Series Through Sparse Reconstruction From Random Measurements. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (8) (2016)
Charoula Andreou, Franziska Halbritter, Derek M. Rogge, Rupert Müller
Effects of the multiscaled-band partitioning on the abundance estimation. WHISPERS (2016)
Luis Guanter, Karl Segl, Saskia Foerster, Andre Hollstein, Godela Rossner, Christian Chlebek, Tobias Storch, Uta Heiden, Andreas Müller, Rupert Müller, Bernhard Sang
Overview of the EnMAP imaging spectroscopy mission. IGARSS (2016)
G. Kerr, Janja Avbelj, Emiliano Carmona, Andreas Eckardt, Birgit Gerasch, L. Graham, Burghardt Günther, Uta Heiden, David Krutz, Harald Krawczyk, Aliaksei Makarau, R. Miller, Rupert Müller, R. Perkins, Ingo Walter
The hyperspectral sensor DESIS on MUSES: Processing and applications. IGARSS (2016)
Charoula Andreou, Derek M. Rogge, Benoit Rivard, Rupert Müller
A novel approach for endmember bundle extraction using spectral space splitting. WHISPERS (2015)
Jakub Bieniarz, Esteban Aguilera, Xiaoxiang Zhu, Rupert Müller, Peter Reinartz
Joint Sparsity Model for Multilook Hyperspectral Image Unmixing. IEEE Geosci. Remote. Sens. Lett. 12 (4) (2015)
Daniele Cerra, Rupert Müller, Peter Reinartz
Cloud removal in image time series through unmixing. MultiTemp (2015)
Daniele Cerra, Jakub Bieniarz, Tobias Storch, Rupert Müller, Peter Reinartz
Restoration of EnMAP data through sparse reconstruction. WHISPERS (2015)
Daniele Cerra, Jakub Bieniarz, Rupert Müller, Tobias Storch, Peter Reinartz
Restoration of Simulated EnMAP Data through Sparse Spectral Unmixing. Remote. Sens. 7 (10) (2015)
Jakub Bieniarz, Daniele Cerra, Xiao Xiang Zhu, Rupert Müller, Peter Reinartz
Hyperspectral resolution enhancement using multisensor image data. WHISPERS (2015)
Andre Hollstein, Christian Rogaß, Karl Segl, Luis Guanter, Martin Bachmann, Tobias Storch, Rupert Müller, Harald Krawczyk
EnMAP radiometric inflight calibration, post-launch product validation, and instrument characterization activities. IGARSS (2015)
Jakub Bieniarz, Rupert Müller, Xiaoxiang Zhu, Peter Reinartz
Sparse pixel-wise spectral unmixing - Which algorithm to use and how to improve the results. IGARSS (2015)
Janja Avbelj, Rupert Müller, Richard Bamler
A Metric for Polygon Comparison and Building Extraction Evaluation. IEEE Geosci. Remote. Sens. Lett. 12 (1) (2015)
Luis Guanter, Hermann Kaufmann, Karl Segl, Saskia Foerster, Christian Rogaß, Sabine Chabrillat, Theres Küster, André Hollstein, Godela Rossner, Christian Chlebek, Christoph Straif, Sebastian Fischer, Stefanie Schrader, Tobias Storch, Uta Heiden, Andreas Müller, Martin Bachmann, Helmut Mühle, Rupert Müller, Martin Habermeyer, Andreas Ohndorf, Joachim Hill, Henning Buddenbaum, Patrick Hostert, Sebastian van der Linden, Pedro J. Leitão, Andreas Rabe, Roland Doerffer, Hajo Krasemann, Hongyan Xi, Wolfram Mauser, Tobias Hank, Matthias Locherer, Michael Rast, Karl Staenz, Bernhard Sang
The EnMAP Spaceborne Imaging Spectroscopy Mission for Earth Observation. Remote. Sens. 7 (7) (2015)
Jakub Bieniarz, Rupert Müller, Xiaoxiang Zhu, Peter Reinartz
Hyperspectral image resolution enhancement based on joint sparsity spectral unmixing. IGARSS (2014)
Daniele Cerra, Rupert Müller, Peter Reinartz
Unmixing-based denoising for destriping and inpainting of hyperspectral images. IGARSS (2014)
Jakub Bieniarz, Esteban Aguilera, Xiao Xiang Zhu, Rupert Müller, Uta Heiden, Peter Reinartz
Spectral-spatial joint sparsity unmixing of hyperspectral data using overcomplete dictionaries. WHISPERS (2014)
Aliaksei Makarau, Rudolf Richter, Rupert Müller, Peter Reinartz
Haze Detection and Removal in Remotely Sensed Multispectral Imagery. IEEE Trans. Geosci. Remote. Sens. 52 (9) (2014)
Janja Avbelj, Rupert Müller
Quality assessment of building extraction from remote sensing imagery. IGARSS (2014)
Daniele Cerra, Rupert Müller, Peter Reinartz
Noise Reduction in Hyperspectral Images Through Spectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 11 (1) (2014)
Tobias Storch, Martin Bachmann, Hans-Peter Honold, Hermann Kaufmann, Harald Krawczyk, Rupert Müller, Bernhard Sang, Mathias Schneider, Karl Segl, Christian Chlebek
ENMAP data product standards. IGARSS (2014)
Janja Avbelj, Rupert Müller, Peter Reinartz
Fusion of hyperspectral images and height models using edge probability. WHISPERS (2013)
Daniele Cerra, Rupert Müller, Jakub Bieniarz, Peter Reinartz
On the application of spectral unmixing for noise reduction. WHISPERS (2013)
Jakub Bieniarz, Xiao Xiang Zhu, Rupert Müller, Peter Reinartz
Sparse spectral unmixing with endmember groups pre-selection. WHISPERS (2013)
Daniele Cerra, Rupert Müller, Peter Reinartz
A Classification Algorithm for Hyperspectral Images Based on Synergetics Theory. IEEE Trans. Geosci. Remote. Sens. 51 (5-1) (2013)
Jakub Bieniarz, Rupert Müller, Xiaoxiang Zhu, Peter Reinartz
On the use of overcomplete dictionaries for spectral unmixing. WHISPERS (2012)
Daniele Cerra, Jakub Bieniarz, Rupert Müller, Peter Reinartz
New approaches on dimensionality reduction in hyperspectral images for classification purposes. IGARSS (2012)
Martin Habermeyer, Martin Bachmann, Stefanie Holzwarth, Rupert Müller, Rudolf Richter
Incorporating a push-broom scanner into a generic hyperspectral processing chain. IGARSS (2012)
Tobias Storch, Kai Lenfert, Mathias Schneider, Valery Mogulski, Martin Bachmann, Bernhard Sang, Rupert Müller, Stefan Hofer, Christian Chlebek
Pre- and in-flight geometric characterization and calibration concepts for the EnMAP mission. IGARSS (2012)
Daniele Cerra, Jakub Bieniarz, Janja Avbelj, Peter Reinartz, Rupert Müller
Compression-based unsupervised clustering of spectral signatures. WHISPERS (2011)
Aliaksei Makarau, Rudolf Richter, Rupert Müller, Peter Reinartz
Adaptive Shadow Detection Using a Blackbody Radiator Model. IEEE Trans. Geosci. Remote. Sens. 49 (6-1) (2011)
Peter Reinartz, Rupert Müller, Sahil Suri, Mathias Schneider, Peter Schwind, Richard Bamler
Using Geometric Accuracy of TerraSAR-X Data for Improvement of Direct Sensor Orientation and Ortho-rectification of Optical Satelite Data. IGARSS (5) (2009)
Rupert Müller, Mathias Schneider, Pullur Variem Rhadadevi, Peter Reinartz, Friedhelm Schwonke
Stereo Evaluation of ALOS PRISM and IKONOS in Yemen. IGARSS (2) (2009)
Peter Schwind, Mathias Schneider, Gintautas Palubinskas, Tobias Storch, Rupert Müller, Rudolf Richter
Processors for ALOS Optical Data: Deconvolution, DEM Generation, Orthorectification, and Atmospheric Correction. IEEE Trans. Geosci. Remote. Sens. 47 (12-1) (2009)
Gintautas Palubinskas, Rupert Müller, Peter Reinartz
Radiometric normalization of optical remote sensing imagery. IGARSS (2003)
Gintautas Palubinskas, Rupert Müller, Peter Reinartz
Mosaicking of optical remote sensing imagery. IGARSS (2003)
Manfred Lehner, Rupert Müller
Automated image matching between geocoded Landsat-TM scenes and MOMS-2P stereo imager for DEM and orthoimage production. IGARSS (2003)