Geodätische Erdbeobachtung

 

Deutschland und Europa betreiben Satelliten zur geodätischen Erdbeobachtung in einem weiten Skalenbereich (100 km – 1mm) und mit unterschiedlichen Technologien und Methoden, von der Schwerefeldbestimmung mit neuen Verfahren der Satellitengravimetrie bis zur Vermessung der Verformung einzelner Gebäude und Infrastrukturobjekte durch höchstauflösende interferometrische und tomographische Radarverfahren. 

 

Mit der Verfügbarkeit der neuesten Satellitengeneration (einerseits GOCE und andererseits TerraSAR-X, TanDEM-X) verschwimmt die Grenze zwischen den dabei benötigten Methoden zunehmend. Störeffekte der geometrischen (Radar-)Verfahren werden Signalbeiträge der gravimetrischen Missionen und umgekehrt. Reine Oberflächendeformation wird ergänzt mit einer Abschätzung der dabei auftretenden Massentransporte. So können z.B. vulkanische Deformationen oder Eismassenverlagerungen sowohl aus Schwerefeldanomalien wie auch aus Radardaten erfasst werden, in unterschiedlicher räumlicher und zeitlicher Auflösung. Auf der höchstauflösenden Skala besteht schließlich Bedarf an der Interpretation der geodätisch erfassten Objekte. Hier bieten optische photogrammetrische Verfahren und deren Fusion mit Radardaten Lösungen an. 

 

Ziel der Forschungsvorhaben in diesem Leitthema ist es, Verfahren aus den verschiedenen Skalen konzeptionell zu vereinheitlichen, sie auf andere geodätische Fragestellungen zu übertragen, dadurch neue Anwendungen zu erschließen und neue Satellitenmissionskonzepte zu entwickeln. Fehlermodellierung, z.B. durch die Troposphäre, Interpretation, Datenfusion und geodätische ground-truth-Validierung werden ebenfalls behandelt. 

 

Die aktuellen und zukünftigen einschlägigen deutschen und europäischen Satellitenmissionen werden mit diesem Leitthema durch ein dediziertes Forschungsprogramm flankiert. Die Ergebnisse finden Eingang in Klimaforschung, der Erforschung der Physik der festen Erde, der Vorhersage von Naturgefahren, urbanem Risikomanagement und Stadtplanung.


Forschergruppen im Leitthema „GEODÄTISCHE ERDBEOBACHTUNG“

Immersive Visual Information Mining for the TerraSAR-X/TanDEM-X Archive

 

Start: 13.10.2011

Forschergruppenleiter: Prof. Mihai Datcu (DLR)

Beteiligte Partner:

  • DLR (Institut für Methodik der Fernerkundung)
  • TUM (Lehrstuhl für Mensch-Maschine-Kommunikation)


SparsEO - Sparse Reconstruction and Compressive Sensing for Remote Sensing and Earth Observation


Start
: 13.10.2011

Forschergruppenleiterin: Prof. Xiaoxiang Zhu (DLR)

Beteiligte Partner: 

  • DLR (Institut für Methodik der Fernerkundung)
  • TUM (Institut für Methodik der Fernerkundung, Lehrstuhl für Angewandte Numerische Analysis und Lehrstuhl für Numerische Mathematik)


Hochauflösende geodätische Erdbeobachtung: Korrekturverfahren und Validierung

 

Start: 01.01.2012 im Rahmen der Helmholtz-Allianz DLR@Uni als „Leitprojekt“ 

Forschergruppenleiter: Prof. Michael Eineder (DLR)

Beteiligte Partner: 

  • DLR (Institut für Methodik der Fernerkundung)
  • TUM (Lehrstuhl für Methodik der Fernerkundung und Institut für Astronomische und Physikalische Geodäsie)

 

 


 

Publikationen

Journal Papers

 

2016

 

Journal of Geodesy, pp. 1-16
Model Improvements and Validation of TerraSAR-X Precise Orbit Determination
Hackel S, Montenbruck O, Steigenberger P, Balss U, Gisinger C, Eineder M

Remote Sensing of Environment, 181, pp. 186-197
Temporal monitoring of subglacial volcanoes with TanDEM-X — Application to the 2014–2015 eruption within the Bárðarbunga volcanic system, Iceland
Rossi C, Minet C, Fritz T, Eineder M, Bamler R
 
Journal of Geodesy, pp. 1-15
Gisinger C, Willberg M, Balss U, Klügel T, Mähler S, Pail R, Eineder M

IEEE Transactions on Geoscience and Remote Sensing, pp. 2220-2234
Interferometric Processing of Sentinel-1 TOPS Data
Yague-Martinez N, Prats-Iraola P, Rodriguez Gonzalez F, Brcic R, Shau R, Geudtner D, Eineder M, Bamler R

Journal of Applied Remote Sensing, 10, pp. 1-12
Spin-up Time Research on the Weather Research and Forecasting Model for Atmospheric Delay Mitigations of Electromagnetic Waves
Ulmer FG, Balss U

IEEE Geoscience and Remote Sensing Letters, 13, pp. 272-276
Measuring 3D Surface Motion with Future SAR Systems based on Reflector Antennae
Ansari H, De Zan F, Parizzi A, Eineder M, Goel K, Adam N

IEEE Transactions on Geoscience and Remote Sensing, 54, pp. 1446-1461
Toward Operational Compensation of Ionospheric Effects in SAR Interferograms: The Split-Spectrum Method
Gomba G, Parizzi A, De Zan F, Eineder M, Bamler R

 

 

 

2015

 

IEEE Geoscience and Remote Sensing Letters, 12, pp. 1735-1739
Absolute Height Estimation Using a Single TerraSAR-X Staring Spotlight Acquisition
Duque S, Breit H, Balss U, Parizzi A

IEEE Geoscience and Remote Sensing Magazine, 3, pp. 8-23
Tandem-L: A Highly Innovative Bistatic SAR Mission for Global Observation of Dynamic Processes on the Earth's Surface
Moreira A, Krieger G, Hajnsek I, Papathanassiou K, Younis M, Lopez-Dekker P, Huber S, Villano M, Pardini M, Eineder M, De Zan F, Parizzi A

IEEE Geoscience and Remote Sensing Letters, 12, pp. 409-413
Single-Pass Tomography With Alternating Bistatic TanDEM-X Data
Duque Biarge S, Rossi C, Fritz T

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8, pp. 3347-3355
Framework for Fusion of Ascending and Descending Pass TanDEM-X Raw DEMs
Deo R, Rossi C, Eineder M, Fritz T, Rao YS
 

Computational Optimization and Applications

Conjugate gradient acceleration of iteratively re-weighted least squares methods (submitted)

Fornasier M, Peter S, Rauhut H, Worm S

 

Elsevier Computer Vision and Image Understanding, 132, pp. 56-74

3-D Object Modeling from 2-D Occluding Contour Correspondences by Opti-Acoustic Stereo Imaging

Babaee M, Negahdaripour S

 

Elsevier Neurocomputing

Discriminative Nonnegative Matrix Factorization for Dimensionality Reduction (to appear)

Babaee M, Tsoukalas S, Babaee M, Rigoll G, Datcu M

 

Elsevier Neurocomputing

Immersive Visualization of Visual Data Using Nonnegative Matrix Factorization (to appear)

Babaee M, Tsoukalas S, Rigoll G, Datcu M

 

Elsevier Pattern Recognition Letters

Nonlinear Subspace Clustering Using Curvature Constrained Distances (to appear)

Babaeian M, Babaee M, Bayestehtashk A, Bandarabadi M

 

IEEE Transactions on Geoscience and Remote Sensing 53 (4),  pp. 1782-1802

Precise 3D Stereo Localization of Corner Reflectors and Persistent Scatterers with TerraSAR-X

Gisinger C, Balss U, Pail R, Zhu X, Montazeri S, Gernhardt S, Eineder M

 

IEEE Transactions on Geoscience and Remote Sensing 53 (5), pp. 2727-2737

Characterization of Facade Regularities in High-Resolution SAR Images

Auer S, Gisinger C, Tao J

 

IEEE Transactions on Geoscience and Remote Sensing 54, pp. 18-35

Geodetic SAR Tomography

Zhu X, Montazeri S, Gisinger C, Hanssen R, Bamler R

DOI: 10.1109/TGRS.2015.2448686

 

IEEE Geoscience and Remote Sensing Letters 11 (10), pp. 1752-1756

A Comparative Study of Statistical Models for Multilook SAR Images

Cui S, Schwarz G, Datcu M

 

IEEE Geoscience and Remote Sensing Letters 12 (5), pp. 1131-1135

FrFT-Based Scene Classification of Phase-Gradient InSAR Images and Effective Baseline Dependence

Cagatay N D, Datcu M

 

IEEE Geoscience and Remote Sensing Letters 12 (6), pp. 1357-1361

A Comparative Study of Bag-of-Words and Bag-of-Topics Models of EO Image Patches

Bahmanyar R, Cui S, Datcu M

 

IEEE Geoscience and Remote Sensing Letters 12 (10), pp. 2046-2050

The Semantic Gap: An Exploration of User and Computer Perspectives in Earth Observation Images

Bahmanyar R, Murillo Montes de Oca A, Datcu M

 

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Visualization-Based Active Learning for the Annotation of SAR Images

Babaee M, Tsoukalas S, Rigoll G, Datcu M

 

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8 (1), pp. 114-129, 2015

Data Analytics for Rapid Mapping: Case Study of a Flooding Event in Germany and the Tsunami in Japan Using Very High Resolution SAR Images

Dumitru C, Cui S, Faur D, Datcu M

 

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8 (4), pp. 1635-1650

Information Content of Very High Resolution SAR Images: Semantics, Geospatial Context, and Ontologies

Dumitru C, Datcu M, Cui S, Schwarz G

 

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A Benchmark Evaluation of Similarity Measures for Multi-temporal SAR Image Change Detection

Cui S, Schwarz G, Datcu M

 

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Remote Sensing Image Classification: No Features, No Clustering

Cui S, Schwarz G, Datcu M

 

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 7 (4), pp. 1127-1141

Pattern Retrieval in Large Image Databases Using Multiscale Coarse-to-Fine Cascaded Active Learning

Blanchart P, Ferecatu M, Cui S, Datcu M

 

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8 (4), pp. 1696-1708

Very-High-Resolution SAR Images and Linked Open Data Analytics Based on Ontologies

Espinoza-Molina D, Nikolaou C, Dumitru C, Bereta K, Koubarakis M, Schwarz G, Datcu M

 

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8 (7), pp. 3356-3371

Accelerated Probabilistic Learning Concept for Mining Heterogeneous Earth Observation Images

Alonso Gonzalez K, Datcu M

 

IEEE Journal of Selected Topics in Signal Processing

Joint Sparsity in SAR Tomography for Urban Mapping

Zhu X, Ge N, Shahzad M

DOI: 10.1109/JSTSP.2015.2469646

 

IEEE Transactions on Signal Processing

Damping Noise-Folding and Enhanced Support Recovery

Peter S, Artina M, Fornasier M

DOI: 10.1109/TSP.2015.2461521

 

Multiscale Modeling and Simulation

Quasi-linear compressed sensing, SIAM: Multiscale Modeling and Simulation

Ehler M, Fornasier M, Sigl J

DOI:10.1137/130929928

 

 

 

2014

 

IEEE Transactions on Geoscience and Remote Sensing 53 (4), pp. 1782-1802

Three-Dimensional Stereo Localization of Corner Reflectors and Persistent Scatterers with TerraSAR-X

Gisinger C, Balss U, Pail R, Zhu X, Montazeri S, Gernhardt S, Eineder M

 

IEEE Geoscience and Remote Sensing Letters 12 (4), pp. 696-700

Joint Sparsity Model for Multilook Hyperspectral Image Unmixing

Bieniarz J, Aguilera E, Zhu X, Müller R, Reinartz P

 

IEEE Transactions on Geoscience and Remote Sensing

Exploiting Joint Sparsity for Pan-sharpening – The J-SparseFI Algorithm (accepted subject to minor revision)

Zhu X, Grohnfeldt C, Bamler R

 

IEEE Signal Processing Magazine

Super-resolving SAR Tomography for Multi-dimensional Imaging of Urban Areas (accepted subject to minor revision)

Zhu X, Bamler R

 

IEEE Geoscience and Remote Sensing Letters 11 (7), pp. 1250-1254

An efficient tomographic inversion approach for urban mapping using meter resolution SAR image stacks

Wang Y, Zhu X, Bamler R

 

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 15 (3), pp. 313-320

Reconstructing 2-D/3-D Building Shapes From Spaceborne Tomographic SAR Point Clouds

Shahzad M, Zhu X

 

Inverse Problems 30 (12), 125003

Minimization of multi-penalty functionals by alternating iterative thresholding and optimal parameter choices

Naumova V, Peter S

 

Polar Record 51 (6),  pp. 590-610

Earth and space observation in Antarctica - the German Antarctic Receiving Station O’Higgins

Klügel T, Höppner K, Balss U, Böhm J, Braun M, Diedrich E, Eineder M, Falk R, Gisinger C, Henniger H, Humbert A, Kadler M, Kühmstedt E, Metzig R, Ojha R, Plötz C, Reinhold A, Rülke A, Schuh H, Steigenberger P, Sun J, Wojdziak R

DOI: 10.1017/S0032247414000540

 

Publikationen der Deutschen Gesellschaft für Photogrammetrie, Fernerkundung und Geoinformation e.V., Nr. 23

Atmosphärische Korrekturen für TerraSAR-X basierend auf GNSS Beobachtungen

Gisinger C, Balss U, Eineder M, Hugentobler U

 

 

2013

 

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Multi-Modal and Multi-Temporal Data Fusion: Outcome of the 2012 GRSS Data Fusion Contest

Berger C, Voltersen M, Eckardt R, Eberle J, Heyer T, Salepci N, Hese S, Schmullius C, Tao J, Auer S, Bamler R, Ewald K, Gartley M, Jacobson J, Buswell A, Du Q, Pacifici F

 

IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing 7 (3), pp. 994-1003

Automatic SAR simulation technique for object identification in complex urban scenarios

Tao J, Auer S, Palubinskas G, Reinartz P, Bamler R

 

IEEE Transactions on Geoscience and Remote Sensing 51 (5), pp. 2827-2836

A Sparse Image Fusion Algorithm with Application to Pan-sharpening

Zhu X, Bamler R

 

 

2012


IEEE Geoscience and Remote Sens. Letters 9 (4), pp. 539-543

Ground Displacement Measurement by TerraSAR-X Image Correlation: The 2011 Tohoku-Oki Earthquake

Yague-Martinez N, Eineder M, Cong X, Minet C

DOI: 10.1109/LGRS.2012.2196020

 

IEEE Geoscience Remote Sens. Letters 9 (5), pp. 948-952

Imaging Geodesy - Centimeter-Level Accuracy with TerraSAR-X: An Update

Cong X, Balss U, Eineder M, and Fritz T

 

IEEE Transactions on Geoscience and Remote Sensing 50 (1), pp. 247–258

Super-Resolution Power and Robustness of Compressive Sensing for Spectral Estimation with Application to Spaceborne Tomographic SAR

Zhu X, Bamler R

 

IEEE Transactions on Geoscience and Remote Sensing 50 (8), pp. 3150-3157

Demonstration of Super-resolution for Tomographic SAR Imaging in Urban Environment

Zhu X, Bamler R

 

IEEE Geoscience and Remote Sensing Newsletter, December 2012

SAR Tomography: an advanced tool for spaceborne 4D radar scanning with application to imaging and monitoring of cities and single buildings

Fornaro G, Reale D, Pauciullo A, Zhu X, Bamler R

 

 

2011

 

IEEE Transactions on Geoscience and Remote Sensing 49 (2), pp. 661-671

Imaging Geodesy—Toward Centimeter-Level Ranging Accuracy With TerraSAR-X

Eineder M, Minet C, Steigenberger P, Cong X, Fritz T

DOI: 10.1109/TGRS.2010.2060264

 

 


Conference Papers

 

2017

 

ESA Fringe Workshop 2017, Helsinki
SAR Imaging Geodesy– Recent Results for TerraSAR-X and for Sentinel-1
Eineder M, Gisinger C, Balss U, Cong XY, Montazeri S, Hackel S, Rodriguez Gonzalez F,  Runge H

 

 

2016

 

TerraSAR-X / TanDEM-X Science Team Meeting, Oberpfaffenhofen
Applying geodetic SAR with TerraSAR-X and TanDEM-X
Gisinger  C, Montazeri S, Balss U, Cong XY, Hackel S, Zhu XX, Pail R, Eineder M

TerraSAR-X / TanDEM-X Science Team Meeting, Oberpfaffenhofen
Delay correction on Etna with DLRs Next-Generation geodetic SAR product
Even M, Cong X, Eineder M

IEEE IGARSS 2016, Beijing
Automated Extraction of 3-D Ground Control Points from SAR Images - An Upcoming Novel Data Product.
Balss U, Runge H, Suchandt S, Cong X

IEEE IGARSS 2016, Beijing
RaySAR - 3D SAR Simulator: Now Open Source
Auer S, Bamler R, Reinartz P

IEEE IGARSS 2016, Beijing
Geodetic Stereo SAR With Small Multi-Directional Radar Reflectors
Willberg M, Gisinger C, Balss U, Fritz T, Eineder M

IEEE IGARSS 2016, Beijing
SAR ground control point identification with the aid of high resolution optical data.
Montazeri S, Zhu X, Balss U, Gisinger C, Wang Y, Eineder M, Bamler R

11th ITS European Congress, Glasgow
DriveMark – Generation of High Resolution Road Maps with Radar Satellites
Runge H, Balss U, Suchandt S, Klarner R, Cong X

IEEE IGARSS 2016, Beijing
SAR Absolute Ranging - Validation and Application of SAR Geodesy Processor using ECMWF Reanalysis and Operational Data
Cong X, Balss U, Suchandt S, Eineder M, Runge H

Living Planet Symposium 2016, Prag
Potential of Geodetic SAR for Positioning and Height Monitoring with TerraSAR-X and Sentinel-1
Gisinger C, Eineder M, Gruber T, Balss U

 

2015

 

26th IUGG General Assembly 2015, Prag
Geodetic Stereo SAR – 4-D coordinate retrieval of persistent scatterers from TerraSAR-X radar observations
Gisinger C, Gernhardt S, Auer S, Balss U, Hackel S, Pail R, Eineder M

EGU 2015, Vienna
Improved geodetic earthquake source modelling through correction of ionospheric disturbances in L-band InSAR data
Sudhaus H, Gomba G, Eineder M

Nationales Forum für Fernerkundung und Copernicus 2015, Berlin
Hochgenaue Erfassung der Autobahnen für das automatisierte Fahren, das Projekt DriveMark
Runge H, Balss U, Suchandt S

IEEE IGARSS 2015, Milano
Absolute 4-D Positioning of Persistent Scatterers with TerraSAR-X by Applying Geodetic Stereo SAR
Gisinger C, Gernhardt S, Auer S, Balss U, Hackel S, Pail R, Eineder M

IEEE IGARSS 2015, Milano
TerraSAR-X Stereo-Radargrammetric Forest DEM Generation
Rodriguez Gonzalez F, Eineder M, Bamler R

IEEE IGARSS 2015, Milano
Simulation of Facade Reference Data for 3D SAR Algorithms
Auer S, Gernhardt S, Eder K, Gisinger C

1st URSI Atlantic, Mai 2015, Spain
Advanced SAR and InSAR techniques for monitoring surface deformations caused by seismic activities using TerraSAR-X and TanDEM-X SAR images
Cong X, Minet C, Fritz T, Eineder M

CEOS SAR Calibration and Validation Workshop 2015, Noordwijk
Computation of Signal Gain and Noise Gain of a SAR Processor. In: Proceedings of, Niederlande
Balss U, Breit H, Niedermeier A

CEOS SAR Calibration and Validation Workshop 2015, Noordwijk
Adding Precise Wave-Propagation Information and Geodetic Corrections to Standard SAR Products
Eineder M, Balss U, Cong X, Suchandt S, Gisinger C, Runge H

International Symposium on Remote Sensing of Environment 2015, Berlin
SAR-EDU – An education initiative for applied Radar Remote Sensing
Eckardt R, Riedel T, Eineder M, Auer S, Walter D, Jagdhuber T, Braun M, Motagh M, Pathe C, Pleskachevsky A, Thiel C, Hajnsek I, Lehner S, Bock M, Schmullius C

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium (IGARSS), Milan, Italy
Simulation of Facade Reference Data for 3D SAR Algorithms
Auer S, Gernhardt S, Eder K, Gisinger C

Proceedings of the German Conference on Pattern Recognition (GCPR), Aachen, Germany

Photorealistic Face Transfer in 2D and 3D Video

Merget D, Tiefenbacher P, Babaee M, Mitov N, Rigoll G

 

Proceedings of the German Conference on Pattern Recognition (GCPR), Aachen, Germany

Photorealistic Face Transfer in 2D and 3D Video

Merget D, Tiefenbacher  P, Babaee M, Mitov N, Rigoll G

 

MultiTemp 2015, 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, Annecy, France

Multi-temporal High-Resolution SAR for Geometric Measurements and for Ground Deformation Monitoring

Eineder M

 

FRINGE 2015 Workshop, 23-27 Mar. 2015, Frascati, Italy

Deformation monitoring of urban infrastructure by tomographic SAR using multi-view TerraSAR-X data stacks

Montazeri S, Zhu X, Eineder M, Hanssen R, Bamler R

 

Proceedings of the IEEE/MTS Oceans, Genova, Italy

Improved Range Estimation and Underwater Image Enhancement under Turbidity by opti-Acoustic Stereo Imaging

Babaee M, Negahdaripour S

 

URSI 2015, 18-22 May 2015, Gran Canaria, Spain

Advanced SAR and InSAR Techniques for Monitoring Surface Deformations Caused by Seismic Activities Using TerraSAR-X and TanDEM-X SAR Images

Cong X, Minet C, Fritz T, Eineder M

 

International Conference on Geoinformation Modeling and Environmental Monitoring (SMPR), Kish Island, Iran

What are the differences between your image understanding and that of computer's?

Bahmanyar R, Murillo A

 

Proceedings of the 3rd International Conference on Geoinformation Modeling and Environmental Monitoring (SMPR), Kish Island, Iran

Automatic Road Extraction Based on Integration of High Resolution LiDar and Aerial Imagery

Rahimi S, Arefi H, Bahmanyar R

 

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milan, Italy

Immersive Visual Data Mining for Earth Observation Archives

Babaee M, Rigoll G, Datcu M

 

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milan, Italy

A Comparison of Bag-of-Words method and Normalized Compression Distance for Satellite Image Retrieval

Cui S, Datcu M

 

IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2015, Milan, Italy

Comparison of Kullback-Leibler Divergence Approximation Methods Between Gaussian Mixture Models for Satellite Image Retrieval

Cui S, Datcu M

 

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milan, Italy

GPU-based Kernelized Locality-Sensitive Hashing for Satellite Image Retrieval

Lukac N, Zalik B, Cui S, Datcu M

 

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium (IGARSS), Milan, Italy

Compressive Sensing for Neutrospheric Water Vapor Tomography from GNSS and InSAR Observations

Heublein M, Zhu X, Alshawaf F, Mayer M, Bamler R, Hinz S

 

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium (IGARSS), Milan, Italy

Exploiting Sparsity in Remote Sensing and Earth Observation: Theory, Applications and Future Trends

Zhu X, Bamler R

 

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium (IGARSS), Milan, Italy

Sparse Pixel-wise Spectral Unmixing – Which Algorithm to Use and How to Improve the Results

Bieniarz J, Mueller R, Zhu X, Reinartz P

 

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium (IGARSS), Milan, Italy

SAR Tomography Using Staring and High-Resolution Spotlight Data from the TanDEM-X Pursuit Monostatic Mode

Ge N, Zhu X

 

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium (IGARSS), Milan, Italy

Towards a Combined Sparse Representation and Unmixing Based Hyperspectral Resolution Enhancement Method

Grohnfeldt C, Zhu X

 

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium (IGARSS), Milan, Italy

TerraSAR –S Staring Spotlight Imaging: A chance to Estimate Absolute _Heights

Duque Biarge S, Breit H, Balss U, Parizzi A

 

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium (IGARSS), Milan, Italy

A Definition of next-generation SAR Products for Geodetic Applications

Eineder M, Balss U, Suchandt S, Gisinger C, Cong X, Runge H

 

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium (IGARSS), Milan, Italy

Simulation of Facade Reference Data for 3D SAR Algorithms

Auer S, Gernhardt S, Eder K, Gisinger C

 

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium (IGARSS), Milan, Italy

Absolute 4-D Positioning of Persistent Scatterers with TerraSAR-X by applying Geodetic Stereo SAR

Gisinger C, Gernhardt S, Auer S, Balss U, Hackel S, Pail R, Eineder M

 

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium (IGARSS), Milan, Italy

LUCAS Visual Browser: A Tool for Land Cover Visual Analytics

Alonso Gonzalez K, Espinoza-Molina D, Datcu M

 

Proceedings of the European Radar Conference 2015, Paris, France

Sparse Reconstruction Automaton for Synthetic Aperture Radar Tomography

Ge N, Zhu X

 

Sonar and Remote Sensing  (CoSeRa2015), Pisa, Italy

Exploiting Group Sparsity in SAR Tomography, 3rd International Workshop on Compressed Sensing Theory and its Applications to Radar

Zhu X, Ge N, Shahzad M

 

26th IUGG General Assembly, 22. Jun. - 2. Jul. 2015, Prag, Tschechische Republik

Geodetic Stereo SAR - 4-D coordinate retrival of persistent scatterers from TerraSAR-X radar observations

Gisinger C, Gernhardt S, Auer S, Balss U, Hackel S, Pail R, Eineder M

 

Proceedings of the Iranian Conference on Electrical Engineering (ICEE), Tehran, Iran

Active Learning Using a Low-Rank Classifier

Babaee M, Tsoukalas S, Babaeel M, Datcu M

 

Whispers, Tokyo, Japan

Hyperspectral Resolution Enhancement – Application To Real Image Pair, Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing

Bieniarz J, Cerra D, Zhu X, Mueller R, Reinartz P

 

Whispers, Tokyo, Japan

Dictionary Learning Strategies for Sparse Representation Based Hyperspectral Image Enhancement, Proceedings of 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (invited)

Grohnfeldt C, Burns T M, Zhu X

 

Whispers, Tokyo, Japan

Splitting the Hyperspectral-Multispectral Image Fusion Problem into Weighted Pan-sharpening Problems - The Spectral Grouping Concept, Proceedings of 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (invited)

Grohnfeldt C, Zhu X

 

Proceedings of the SPIE Remote Sensing Conference, pp. 1-10, Toulouse, France

Visual Analytics for Semantic Queries of TerraSAR-X Image Content

Espinoza-Molina D, Alonso Gonzalez K, Datcu M

 

Proceedings of the IEEE International Conference on Image Processing (ICIP), Quebec City, Canada

Evaluating the Sensory Gap for Earth Observation Images Using Human Perception and an LDA-Based Computational Model

Bahmanyar R, Murillo A

 

Proceedings of the IEEE International Conference on Image Processing (ICIP), Quebec City, Canada

Angle Constrained Path for Clustering of Multiple Manifolds

Babaeian A, Bayestehtashk A, Babaee M, Bandarabadi M, Dourado A, Ghadesi A

 

Proceedings of the IEEE International Conference on Image Processing (ICIP), Quebec City, Canada

Classification of Interferometric SAR Images Based on Parametric Modeling in the Fractional Fourier Transform Domain

Cagatay N D, Datcu M

 

Proceedings of the IEEE International Conference on Image Processing (ICIP), Quebec City, Canada

Attribute Constrained Subspace Learning

Babaee M, Babaee M, Merget D, Tiefenbacher P, Rigoll G

 

Proceedings of the IEEE International Conference on Image Processing (ICIP), Quebec City, Canada

Angle Constrained Path for Clustering of Multiple Manifolds

Babaeian A, Bayestehtashk A, Babaee M, Bandarabadi M, Dourado A, Ghadesi A

 

Proceedings of the IEEE International Conference on Image Processing (ICIP), Quebec City, Canada

Image Classification: No features, No Clustering

Cui S, Schwarz G, Datcu M

 

Proceedings of the IEEE International Conference on Image Processing (ICIP), Quebec City, Canada

Sensory Gap: Why you shouldn't overlook it

Bahmanyar R, Murillo A

 

European Geosciences Union, 12-17 Apr. 2015, Vienna, Austria

Mitigation of Atmospheric Delay in SAR Absolute Ranging Using Global Numerical Weather Prediction Data: Corner Reflector Experiments at 3 Different Test Sites

Cong X, Balss U, Eineder M

 

Proceedings of the Human-Machine Communication for Visual Recognition and Search (HMCV) (ECCV 2014 Workshop), Zurich

Interactive Visualization based Active Learning

Babaee M, Tsoukalas S, Rigoll G, Datcu M

 

Proceedings of the International Workshop on Parts and Attributes (ECCV 2014 Workshop), Zurich

Dimensionality Reduction using Relative Attributes

Babaee M, Tsoukalas S, Babaee M, Rigoll G, Datcu M

 

Proceedings of the International Workshop on Parts and Attributes (ECCV 2014 Workshop), Zurich

Dimensionality Reduction using Relative Attributes

Babaee M, Tsoukalas S, Babaee M and Rigoll G, and Datcu M

 

 

2014

 

Proceedings of the Conference on Image Information Mining Conference, pp. 107-111, Bucharest, Romania
Visualization of Image Collection in 3D: Application to Immersive Information Mining
Babaee M, Rigoll G, Datcu M

Proceedings of the Conference on Image Information Mining, pp. 77-80, Bucharest, Romania
Exploring high Resolution Satellite Image Collections Using their High-Level Features
Bahmanyar R, Yao W, Cui S, Loffeld O, Datcu M

Proceedings of the Conference on Image Information Mining Conference, pp. 97-100, Bucharest, Romania
Accelerated Knowledge-Driven Image Mining System for Data Fusion in Big Data
Alonso Gonzalez K, Datcu M

Proceedings of the Conference on Image Information Mining Conference, pp. 107-111, Bucharest, Romania
Visualization of Image Collection in 3D: Application to Immersive Information Mining
Babaee M, Rigoll G, Datcu M

Proceedings of the Conference on Image Information Mining, pp. 1-4, Mar 2014, Bucharest, Romania
A Comparative Study of Sample Selection Strategies Based on Optimum Experimental Design for SAR Image Classification
Cui S, Datcu M

Proceedings of the Conference on Image Information Mining, Bucharest, Romania
Supervised Incremental Feature Coding for SAR Image Classification
Cui S, Datcu M

Proceedings of the Conference on Image Information Mining, Bucharest, Romania
A Taxonomy for High Resolution SAR Images
Dumitru O, Cui S, Schwarz G, Datcu M

Proceedings of the Conference on Image Information Mining, Bucharest, Romania
Application of Visual Data Mining for Earth Observation Use Cases
Espinoza-Molina D, Datcu M, Teleaga D, Balint Cn

Proceedings of the Conference on Image Information Mining, Mar 2014, Bucharest, Romania
A Case Study for User Evaluation of a CBIR Tool: an Application of Open-Ended Feedback with Comment Clustering and Inductive Categorization
Murillo A, Nistor N, Datcu M


Proceedings of the Conference on Image Information Mining, Bucharest, Romania
Improving Knowledge Discovery from Synthetic Aperture Radar Images Using the Linked Open Data Cloud and Sextant
Nikolaou C, Kyzirakos K, Bereta K, Dogani K, Giannakopoulou S, Smeros P, Garbis G, Koubarakis M, Espinoza-Molina D, Dumitru C, Schwarz G, Datcu M

Proceedings of the European Conference on Synthetic Aperture Radar (EUSAR), pp. 634-637, Berlin, Germany
Interactive clustering for SAR image understanding
Babaee M, Bahmanyar R, Datcu M, Rigoll G

Proceedings of the European Conference on Synthetic Aperture Radar (EUSAR), pp. 620-623, Berlin, Germany
Complex-valued Markov Random Field Based Feature Extraction for InSAR Image
Cagatay N D, Datcu M
 
Proceedings of the European Conference on Synthetic Aperture Radar (EUSAR), pp. 1121-1124, Jun 2014, Berlin, Germany
Phase-Scale Analysis of Complex-Valued SAR Images
Datcu M, Singh J

Proceedings of the European Conference on Synthetic Aperture Radar (EUSAR), Berlin
Spaceborne TomoSAR and Beyond: From SAR Image Stacks to Objects (accepted)
Zhu X, Wang Y, Shahzad M, Bamler R
 
Proceedings of the European Conference on Synthetic Aperture Radar (EUSAR), Berlin
High-Rise Building Feature Extraction Using High Resolution Spotlight TanDEM-X Data
Guo R, Zhu X

Proceedings of the European Conference on Synthetic Aperture Radar (EUSAR), Berlin, Germany, pp. 1405-1408
Absolute Ranging for Maritime Applications using TerraSAR-X and TanDEM-X Data
Duque Biarge S, Balss U, Cong X, Yague-Martinez N, Fritz T

Proceedings of the European Conference on Synthetic Aperture Radar (EUSAR), Berlin, Germany
Compressive Sensing for Super-resolving SAR Imaging to Support Target Detection in Coastal Zone Using TerraSAR-X Data (accepted)
Zhu X, Li X M, Guo R

Proceedings of the European Conference on Synthetic Aperture Radar (EUSAR), Berlin
Monitoring Active Volcanoes Using Advanced SAR Interferometric Methods
Cong X, Eineder M
 
Proceedings of the European Conference on Synthetic Aperture Radar (EUSAR), pp. 650-653, Berlin, Germany
SAR image content retrieval by speckle robust compression based methods
Espinoza-Molina D, Chadalawada J, Datcu M
 
Proceedings of the European Conference on Synthetic Aperture Radar (EUSAR), pp. 604-607, Berlin, Germany
Image Information Mining: an Accelerated Bayesian Algorithm for Data Fusion of SAR Big Data
Alonso Gonzalez K, Datcu M

Z-Generation - Geoinformation in the third dimension, 27.-30. Okt. 2014, Bern, Schweiz
SAR – Concepts and its use for geodetic measurements: Differential Interferometry, DEMs & Imaging Geodesy
Eineder M

Copernicus Big Data Workshop, pp. 1-22. Copernicus Big Data workshop, Mar 2014, Brussels, Belgium
Big Data Challenge: Mining Heterogeneous Data
Datcu M

The Semantic Web: ESWC 2014 Satellite Events, pp. 444-449. Springer. 11th Extended Semantic Web Conference (ESWC) 2014, May 2014, Anissaras, Crete, Greece
Big, Linked and Open Data: Applications in the German Aerospace Center
Nikolaou C, Kyzirakos K, Bereta K, Dogani K, Giannakopoulou S, Smeros P, Garbis G, Koubarakis M, Espinoza-Molina D, Dumitru C, Schwarz G, Datcu M

Proceedings of the Conference on Big Data from Space (BiDS), pp. 71-75, Frascati, Italy
Creating a Reference Data Set for Satellite Image Content Based Retrieval
Murillo A, Nistor N, Datcu M

Proceedings of the Conference on Big Data from Space (BiDS), pp. 283-286, Frascati, Italy
Discriminative Feature Learning from SAR Images for Data Clustering
Babaee M, Tsoukalas S, Rigoll G, Datcu M
 
Proceedings of the Conference on Big Data from Space (BiDS), pp. 385-388, Frascati, Italy
Immersive Visualization of SAR Images Using Nonnegative Matrix Factorization
Babaee M, Tsoukalas S, Schenk S, Rigoll G, Datcu M
 
Proceedings of the Conference on Big Data from Space (BiDS), pp. 381-384, Frascati, Italy
Immersive Visual Analytic of Earth Observation Data
Babaee M, Yu X J, Datcu M

Proceedings of the International Workshop on Content-Based Multimedia Indexing (CBMI), 2014, pp. 1-6, Jun 2014, Klagenfurt, Austria
Comparing the information extracted by feature descriptors from EO images using Huffman coding
Bahmanyar R, Datcu M, Rigoll G
 
Proceedings of the International Workshop on Content-Based Multimedia Indexing (CBMI), 2014, pp. 1-4, Jun 2014, Klagenfurt, Austria
Locally Linear Salient Coding for image classification
Babaee M, Rigoll G, Bahmanyar R, Datcu M
 
Proceedings of the IEEE Workshop on Hyperspectral Image and Signal Processing, Lausanne, Schweiz
The J-SparseFI-HM Hyperspectral Resolution Enhancement Method – Now Fully Automated
Grohnfeldt C, Zhu X
 
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (Whispers 2014), Lausanne, Switzerland
Spectral-Spatial Joint Sparsity Unmixing of Hyperspectral Data using Overcomplete Dictionaries (Invited)
Bieniarz J, Aguilera E, Zhu X, Müller R, Heiden U, Reinartz P

Proceedings of the IEEE International Conference on Image Processing (ICIP), pp. 5162-5166, Paris, France
Scene Recognition Based on Phase Gradient InSAR Images
Cagatay N D, Datcu M
 
40th COSPAR Scientific Assembly, 02.-10. Aug. 2014, Moskau, Russland
High Fidelity Non-Gravitational Force Models for Precise and Accurate Orbit Determination of TerraSAR-X
Hackel S, Montenbruck O, Steigenberger P, Eineder M, Gisinger C
  

Proceeding of the European Radar Conference, Rome, Italy, pp. 1317-1320
Geodetic SAR Tomography for 3D Absolute Scatterer Positioning Using TerraSAR-X Data
Zhu X, Montazeri S, Ginsinger C, Hanssen R, Bamler R
 
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium (IGARSS), Québec, Canada, pp. 2645-2648
Hyperspectral image resolution enhancement based on jointly sparse spectral unmixing,
Bieniarz J, Müller R, Zhu X, Heiden U, Reinartz P
 

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, Quebec, Canada, pp. 5141-5143
Water Level Measurement by Controlled Radar Reflection and TerraSAR-X Imaging Geodesy
Eineder M, Balss U, Duque Biarge S
 
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, Quebec, Canada
Performance Assessment of the  State-of-the-art Hyperspectral Image Enhancement Methods (abstract only)
Grohnfeldt C, Zhu X, Bamler R


Proceedings of IGARSS 2014, Quebec, Canada, pp. 1548-1551
Automatic Large Area Reconstruction of Building Facades from Spaceborne TomoSAR Point Clouds
Shahzad M, Zhu X
 
Proceedings of IGARSS 2014, Quebec, Canada, pp. 390-393
Beyond the 12m TanDEM-X DEM
Zhu X, Lachaise M, Adam F, Shi Y, Eineder M, Bamler R
 
Proceedings of EUSAR Conference, Berlin
Precise Measurements on the Absolute Localization Accuracy of TerraSAR-X on the Base of Far-Distributed Test Sites
Balss U, Gisinger C, Cong X, Brcic R, Hackel S, Eineder M
 
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 3538-3541, Quebec City, Canada
Knowledge-driven image mining system for Big Earth Observation data fusion: GIS maps inclusion in active learning stage
Alonso Gonzalez K, Datcu M
 
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Quebec City, Canada
Mining Earth Observation Big Data: methods and applications.
Datcu M
 
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 3506-3509, Quebec City, Canada
Quantitative flood assessment: Case study of floods in Germany
Dumitru C, Cui S, Datcu M
 
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 4726-4729, Quebec City, Canada
On the statistical similarity of synthetic aperture radar images from COSMO-SKYMED and TerraSAR-X
Singh J, Espinoza-Molina D, Schwarz G, Datcu M


Proceedings of the IGARSS 2014, 13-18 Jul. 2014, Quebec, Canada
Retrieving Reliable Deformation Signal from Active Volcanic Areas Using VHR SAR Images Combined With a TanDEM-X DEM: Test Site El Hierro Island
Cong X, Eineder M, Fritz T


Proceedings of the IEEE IGARSS, Québec, Canada
Accurate Measurements using TerraSAR-X and TanDEM-X Data without any Reference (submitted)
Duque Biarge S, Balss U, Cong X, Minet C, Fritz T
 
Proceedings of the IEEE IGARSS, Québec, Canada
TerraSAR-X Staring Spotlight Image Refocusing and Target Parameter Estimation (submitted)
Duque Biarge S, Parizzi A, Breit H, Fritz T


Proceedings of IEEE IGARSS, Québec, Canada, pp. 2669-2670
TerraSAR-X Pixel Localization Accuracy: Approaching the Centimeter Level
Eineder M, Balss U, Gisinger C, Hackel S, Cong X, Ulmer F G, Fritz T
 
Proceedings of IEEE IGARSS, Québec, Canada, pp. 1317-1320
Geodetic TomoSAR – Fusion of SAR Imaging and TomoSAR for 3D Absolute Scatterer Positioning
Zhu X, Montazeri S, Gisinger C, Hanssen R, Bamler R
 
Proceedings of IEEE IGARSS, Québec, Canada, pp. 2671-2674
Analysis of Internal Timings and Clock Rates of TerraSAR-X
Balss U, Breit H, Fritz T, Steinbrecher U, Gisinger C, Eineder M

European Geosciences Union General Assembly 2014, Vienna, Österreich
Modeling of Non-Gravitational Forces for Precise and Accurate Orbit Determination
Hackel S, Gisinger C, Balss U, Montenbruck O, Eineder M
 
Proceedings of the EGU, Vienna, Austria
Monitoring glaciers and indications of subglacial volcanic activity using small-scale Top-Hat reflectors - An IsViews experiment on Myrdalsjökull, Iceland (accepted)
Minet C, Duque Biarge S, Jaenicke J, Münzer U, Mayer C, Franke J, Guðmundsson Á, Parizzi A, Fritz T, Eineder M

 

ISPRS Technical Commission III Symposium, Zurich, Switzerland

Building Roof Component Extraction from Panchromatic Satellite Images Using a Clustering-Bases Method

Partovi T, Bahmanyar R, Krauß T, Reinartz P

 

 

 

2013

 

Proceedings of the 2013 European Signal Processing Conference (EUSIPCO-2013), Marrakech, Morocco

Sparse Reconstruction techniques for Tomographic SAR Inversion (Invited)

Zhu X, Bamler R

 

Proceedings of the International Conference on Digital Signal Processing (DSP2013), Santorini, Greece

Collaborative Sparse Image Fusion with Application to Pan-Sharpening

Zhu X, Grohnfeldt C, Bamler R

 

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Gainesville, Florida, USA

On The Use Of Overcomplete Dictionaries For Spectral Unmixing Sparse Spectral Unmixing with Endmember Groups Pre-Selection

Bieniarz J, Zhu X, Müller R, Reinartz P

 

Proceedings of 2013 Urban Remote Sensing Joint event (JURSE), Sao Paulo, Brazil

Tomo-GENESIS: DLR's Tomographic SAR Processing System (Invited)

Zhu X, Wang Y, Gernhardt S, Bamler R

 

ESA Living Planet Symposium 2013, Edinburgh, United Kingdom

Tomographic Urban Imaging using TerraSAR-X High Resolution Spotlight Data Stacks

Zhu X, Bamler R, Wang Y, Shahzad M

 

Proceedings of the ESA Living Planet Symposium 2013, Edinburgh, United Kingdom

Immersive Visual Information Mining for Exploring the Content of EO Archives

Babaee M, Bahmanyar R, Rigoll G, Datcu M

 

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium (IGARSS), Melbourne, Australia

Jointly Sparse Fusion of Hyperspectral and Multispectral Imagery

Grohnfeldt C, Zhu X, Bamler R

 

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium (IGARSS), Melbourne, Australia, pp. 4377-4381

Measuring the Semantic Gap Based on a Communication Channel Model

Bahmanyar R, Datcu M

 

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium (IGARSS), Melbourne, Australia

Collaborative Sparse Reconstruction for Pan-Sharpening

Zhu X, Grohnfeldt C, Bamler R

 

Proceedings of the IEEE IGARSS, Melbourne, Australia, pp. 4499-4502

High Resolution Geodetic Earth Oberservation with TerraSAR-X: Correction Schemes and Validation

Balss U, Gisinger C, Cong X, Brcic R, Steigenberger P, Eineder M, Pail R, Hugentobler U

 

Proceedings of the IEEE IGARSS, Melbourne, Australia, pp. 1238-1241

Object-based Change Detection for Individual Buildings in High Resolution SAR Images

Tao J, Auer S, Reinartz P, Bamler R

 

Proceedings of the IEEE IGARSS, Melbourne, Australia

Simulation-based Characterization of SAR Image Signature Patterns Related to Building Facades

Auer S, Tao J, Bamler R

 

Proceedings of the 8th EARSeL Imaging Spectrometry Workshop, Nantes, France

Application of Distributed Compressive Sensing in Hyperspectral Image Unmixing

Bieniarz J, Aguilera E, Müller R, Zhu X, Reinartz P

 

AGU Fall Meeting, 9-13 Dec., 2013, San Francisco, USA

InSAR Techniques for Reliable Deformation Estimation in Volcanic Areas and A First Glance of TanDEM-X DEM Accuracy: Test Site El Hierro Island

Cong X, Eineder M, Fritz T

 

TerraSAR-X/TanDEM-X Science Team Meeting, 10-14 Jun. 2013, Oberpfaffenhofen, Germany

Detection and Monitoring of Volcanic Deformation Using Advanced Interferometric SAR Techniques - Proposal Id: MTH0370

Cong X, Eineder M, Fritz T

 

Int. Association of Geodesy, Scientific Assembly 2013, 1.-6. Sept. 2013, Potsdam, Germany

Precise Orbit Analysis of TerraSAR-X – Achievements and Limitations

Hackel S, Montenbruck O, Gisinger C, Balss U, Eineder M

 

Proceedings of the 5th TerraSAR-X Sci. Team Meeting, Oberpfaffenhofen, Germany

GNSS-based Signal Path Delay and geodynamic Corrections for Centimeter Level Pixel Localization with TerraSAR-X

Balss U, Gisinger C, Cong X, Eineder M, Fritz T, Breit H, Brcic R

 

Proceedings of the ISPRS Hannover Workshop, Hanover, Germany

Precise 2-D and 3-D Ground Target Localization with TerraSAR-X

Balss U, Gisinger C, Cong X, Eineder M, Brcic R

 

 

 

2012

 

Proceeding of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing (TyWRRS 2012), Naples, Italy

A Pan-sharpening Algorithm Based on Joint Sparsity

Zhu X, Spiridonova S, Bamler R

 

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Shanghai, China

On The Use Of Overcomplete Dictionaries For Spectral Unmixing

Bieniarz J, Müller R, Zhu X, Reinartz P

 

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium (IGARSS), Munich, Germany

Sparse Tomographic SAR Reconstruction from Mixed TerraSAR-X/TanDEM-X Data Stacks

Zhu X, Bamler R

 

Proceedings of EUSAR Conference, Nuremberg

Super-resolution of Sparse Reconstruction for Tomographic SAR Imaging - Demonstration with Real Data

Zhu X, Bamler R

 

Proceedings of the Third Annual Hyperspectral Imaging Conference, Rome, Italy

Sparse Approximation, Coherence and Use of Derivatives in Hyperspectral Unmixing

Bieniarz J, Müller R, Zhu X, Reinartz P

 

Proceedings of the IEEE IGARSS, Munich, Germany, pp. 3611–3614

Characterization of SAR Image Patterns Pertinent to Individual Facades

Auer S, Gisinger C, Bamler R

 

SIAM conference on Image Science (IS12), Philadelphia, Pennsylvania USA

Sparse Reconstruction Applied to Tomographic SAR Inversion (abstract only)

Zhu X, Bamler R

 

Proceedings of the IEEE IGARSS, Munich, Germany, pp. 1625-1628

High Precision Measurement on the Absolute Localization Accuracy of TerraSAR-X

Balss U, Cong X, Brcic R, Rexer M, Minet C, Breit H, Eineder M, Fritz T

 

Proceedings of VDE EUSAR, Nuremburg, Germany, pp. 681-684

Volcano deformation measurement using persistent scatterer interferometry with atmospheric delay corrections

Cong X, Eineder M

 

Proceedings of IEEE IGARSS, 2012, Munich, Germany, pp. 3887-3890

Atmospheric delay compensation in differential SAR interferometry for volcanic deformation monitoring - study case: El Hierro

Cong X, Eineder M, Fritz T

 

Proceedings of IEEE IGARSS 2012, Munich, Germany, pp. 5606-5609

Ensemble based atmospheric phase screen estimation using least squares

Ulmer F G, Adam N, Eineder M

 

 

2011

 

Proceedings of FRINGE Workshop, Frascati, Italy, 2011, pp. 1-4

Validation of Centimeter-Level SAR Geolocation Accuracy after Correction for Atmospheric Delay using ECMWF Weather Data

Cong X, Eineder M, Brcic R, Adam N, Minet C

 

Proceedings of IEEE IGARSS 2011, Vancouver, Canada, pp. 2464-2467

Techniques for High Accuracy Relative and Absolute Localization of TerraSAR-X / TanDEM-X Data

Balss U, Eineder M, Fritz T, Breit H, Minet C

 

Proceedings of IEEE IGARSS 2011, Vancouver, Canada, pp. 3835-3838

Glacier Flow and Topography Measurements with TerraSAR-X and TanDEM-X

Eineder M, Abdel Jaber W, Floricioiu D, Rott H, Yague-Martinez N

 

 

BOOKS

Sparse Reconstruction and Compressive Sensing in Remote Sensing, Springer (in editing)

Zhu X, Bamler R

 

Chapters

Grenzen der Vermessung der Erde aus dem All mit Synthetischem Apertur Radar,

in: Handbuch der Geodäsie, Band "Photogrammetrie und Fernerkundung" Springer Berlin

ISBN 3-642-54138-0, 978-3-642-54138-4
Bamler R, Eineder M

 

Patents

Verfahren und Mess-System zur Messung des Wasserstands eines Gewässers (eingereicht 2014)

Deutsches Patent Nr. 10 2010 001 440

Eineder M

 

 

Awards

Eineder M, 2016 IEEE Fellow

Zhu X: 2015 Helene-Lange-Preis, die EWE-Stiftung und die Uni. Oldenburg 

Zhu X: 2015 Heinz Maier-Leibnitz-Preis der Deutschen Forschungsgemeinschaft (DFG)

Zhu X: 2015 Technology Review Germany “Best Innovators Under 35” Award

Zhu X: 2014 IEEE Senior Member

Zhu X: 2013 TUM Junior Fellow

Zhu X.: 2013 Helmholtz Young Investigators Group Leader

Zhu X: 2012 Helmholtz Postdoc Fellow

Zhu X: 2012 Hugo-Denkmeier-Preis der Gesellschaft von Freunden des Deutschen Zentrums für Luft- und Raumfahrt e.V.

Zhu X, Bamler R: 2012 IEEE Geoscience and Remote Sensing Society 2012 Letters Prize Paper Award

 

2nd prize of the IEEE Geoscience and Remote Sensing Data Fusion Contest 2012

Munich Aerospace-Forschergruppe „Hochauflösende Geodätische Erdbeobachtung: Korrekturverfahren und Validierung“

Topic: Combination of LiDAR and SAR Data with Simulation Techniques for Image Interpretation and Change Detection