Christian Debes

Dr.-Ing. Christian Debes

Member of the Signal Processing Group at the Institute of Telecommunications, TU Darmstadt.

Merckstr. 25
64283 Darmstadt

Office: S3|06 250

+49 6151 16-3778


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Christian was a research associate in the Signal Processing Group from 2006 to 2010. His work was mainly focused on target detection and classification for radar images. In 2010 he successfully defended his PhD with summa cum laude on “Advances in Detection and Classification for Through-the-Wall Radar Imaging” (Download his PhD thesis here). From 2010 to 2011 Christian continued working as a postdoctoral research fellow in the Signal Processing Group at TU Darmstadt on numerous research topics in the areas of signal detection, classification and reconstruction. Since 2011 he is a lecturer at the department of electrical engineering and information technology, giving a course on Advances in Digital Signal Processing: Imaging and Image Processing that is held every summer semester.

In 2011 Christian started work at the R&D Center of AGT International where he now holds a position as lead data scientist. He is responsible for several research topics in the area of human behavior modeling, activity recognition and data fusion.

Visit Christian's personal homepage for more details and access to his publications.

Publications

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Jump to: 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2005
Number of items: 37.

2019

Sukhanov, S. ; Debes, C. ; Zoubir, A. M. (2019):
Dynamic Selection of Classifiers for Fusing Imbalanced Heterogeneous Data.
In: 44th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, 12-17 May 2019, [Online-Edition: http://tubiblio.ulb.tu-darmstadt.de/94590/],
[Conference item]

2018

Sukhanov, S. ; Debes, C. ; Zoubir, A. M. (2018):
Interpretable Clustering Ensembles Using Binary Matrix Factorization.
In: Proc. 43th IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), [Conference item]

Sukhanov, S. ; Merentitis, A. ; Debes, C. ; Hahn, J. ; Zoubir, A. M. (2018):
Combining SVMs For Classification on Class Imbalanced Data.
In: IEEE Statistical Signal Processing Workshop (SSP), [Conference item]

Sukhanov, S. ; Budylskii, D. ; Tankoyeu, I. ; Heremans, R. ; Debes, C. (2018):
Fusion of LiDAR, Hyperspectral and RGB Data for Urban Land use and Land Cover Classification.
In: 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), [Conference item]

2017

Sukhanov, S. ; Tankoyeu, I. ; Louradour, J. ; Heremans, R. ; Trofimova, D. ; Debes, C. (2017):
Multilevel ensembling for local climate zones classification.
In: IEEE International Geoscience and Remote Sensing Symposium (IGARSS), S. 1201-1204, [Conference item]

Sukhanov, S. ; Debes, C. ; Gupta, V. ; Zoubir, A. M. (2017):
Consensus clustering on data fragments.
In: Proc. 42th IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), [Conference item]

2016

Debes, C. ; Merentitis, A. ; Sukhanov, S. ; Niessen, M. ; Frangiadakis, N. ; Bauer, A. (2016):
Monitoring Activities of Daily Living in Smart Homes: Understanding Human Behavior.
33, In: IEEE Signal Process. Mag., (2), S. 81-94, [Article]

2015

Sukhanov, S. ; Merentitis, A. ; Debes, C. ; Hahn, J. ; Zoubir, A. M. (2015):
Bootstrap-Based SVM Aggregation For Class Imbalance Problems.
In: European Signal Process. Conf. (EUSIPCO), S. 165-169, [Conference item]

2014

Debes, C. ; Merentitis, A. ; Heremans, R. ; Hahn, J. ; Frangiadakis, N. ; van Kasteren, T. ; Liao, W. ; Bellens, R. ; Pizurica, A. ; Gautama, S. ; Philips, W. ; Prasad, S. ; Du, Q. ; Pacifici, F. (2014):
Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest.
7, In: IEEE J. Sel. Topics Appl. Earth Observ., (6), S. 2405-2418, [Article]

Hahn, J. ; Debes, C. ; Leigsnering, M. ; Zoubir, A. M. (2014):
Compressive Sensing and Adaptive Direct Sampling in Hyperspectral Imaging.
26, In: Digital Signal Processing, (3), S. 113-126, [Article]

2013

Debes, C. ; Weiss, C. ; Zoubir, A. M. (2013):
How Good is Your Super-Resolution Image? Quality Assurance in Image Reconstruction Using the Bootstrap.
, Vancouver, Canada, In: Proc. 38th IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), S. 5959-5963, [Conference item]

Fandos, R. ; Debes, C. ; Zoubir, A. M. (2013):
Resampling Methods for Quality Assessment of Classifier Performance and Optimal Number of Features.
93, In: Signal Processing, (11), S. 2956–2968, [Article]

2012

Debes, C. ; Leier, S. ; Nikolay, F. ; Zoubir, A. M. (2012):
Compressive Sensing for Synthetic Aperture Imaging using a sparse basis transform.
, Munich, Germany, In: proc. IEEE Int. Geoscience and Remote Sensing Symposium (IGARSS), S. 7420-7423, [Conference item]

Debes, C. ; Zoubir, A. M. ; Amin, M. G. (2012):
Enhanced Detection using Target Polarization Signatures in Through-the-Wall Radar Imaging.
50, In: IEEE Trans. on Geoscience and Remote Sensing, (5), S. 1968 - 1979, [Article]

Yin, F. ; Debes, C. ; Zoubir, A. M. (2012):
Parametric Waveform Design using Discrete Prolate Spheroidal Sequences for Enhanced Detection of Extended Targets.
60, In: IEEE Trans. on Signal Processing, (9), S. 4525-4536, [Article]

Mostafa, A. ; Debes, C. ; Zoubir, A. M. (2012):
Segmentation by Classification for Through-the-Wall Radar Imaging Using Polarization Signatures.
50, In: IEEE Trans. on Geoscience and Remote Sensing, (9), S. 3425-3439, [Article]

2011

Yin, F. ; Debes, C. ; Zoubir, A. M. (2011):
Parametric Waveform Design for Improved Target Detection.
, Barcelona, Spain, In: Proc. 19th European Signal Processing Conf. (EUSIPCO), S. 2074-2078, [Conference item]

Debes, C. ; Zoubir, A. M. (2011):
Image-based target detection under model uncertainties in Through-the-Wall Radar Imaging.
, Ottawa, Canada, In: Proc. 14th Int. Symposium on Antenna Technology and Applied Electromagnetics (ANTEM) & the American Electromagnetics Conf. (AMEREM), S. , [Conference item]

Leigsnering, M. ; Debes, C. ; Zoubir, A. M. (2011):
Compressive Sensing in Through-the-Wall Radar Imaging.
, Prague, Czech Republic, In: Proc. 36th IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), S. 4008-4011, [Conference item]

Debes, C. ; Zoubir, A. M. ; Amin, M. G. (2011):
Detection of geometrically known targets in Through-the-Wall Radar Imaging.
, Prague, Czech Republic, In: Proc. 36th IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), S. 3624-3627, [Conference item]

Debes, C. ; Hahn, J. ; Zoubir, A. M. ; Amin, M. G. (2011):
Target Discrimination and Classification in Through-the-Wall Radar Imaging.
59, In: IEEE Trans. on Signal Processing, (10), S. 4664 -4676, [Article]

2010

Debes, C. ; Weiss, C. ; Zoubir, A. M. ; Amin, M. G. (2010):
Wall-Clutter Mitigation using Cross-Beamforming in Through-the-Wall Radar Imaging.
, Aalborg, Denmark, In: Proc. 18th European Signal Processing Conf. (EUSIPCO), S. 1097-1100, [Conference item]

Debes, C. ; Hahn, J. ; Zoubir, A. M. ; Amin, M. G. (2010):
Feature Extraction in Through-the-Wall Radar Imaging.
, Dallas, TX, USA, In: Proc. 35th IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), S. 3562-3565, [Conference item]

Debes, C. ; Weiss, C. ; Zoubir, A. M. ; Amin, M. G. (2010):
Distributed Detection in Through-the-Wall Radar Imaging using the Bootstrap.
, Dallas, TX, USA, In: Proc. 35th IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), S. 3530-3533, [Conference item]

Debes, C. ; Riedler, J. ; Zoubir, A. M. ; Amin, M. G. (2010):
Adaptive Target Detection with application to Through-the-Wall Radar Imaging.
58, In: IEEE Trans. on Signal Processing, (11), S. 5572-5583, [Article]

Debes, C. ; Zoubir, A. M. (2010):
Through-the-Wall Radar Imaging.
In: Through-the-Wall Radar Imaging, CRC Press, [Book section]

Debes, C. (2010):
Advances in Detection and Classification for Through-the-Wall Radar Imaging.
Technische Unitersität Darmstadt, [PhD thesis]

2009

Debes, C. ; Zoubir, A. M. ; Amin, M. G. (2009):
Optimal Decision Fusion in Through-the-wall Radar Imaging.
, Cardiff, Wales, UK, In: Proc. 15th IEEE Int. Workshop on Statistical Signal Processing(SSP), S. 761-764, [Conference item]

Debes, C. ; Engel, R. ; Zoubir, A. M. ; Kraft, A. (2009):
Quality Assessment of Synthetic Aperture Sonar Images.
, Bremen, Germany, In: Proc. IEEE OCEANS 2009 - EUROPE, S. 1-4, [Conference item]

Debes, C. ; Riedler, J. ; Amin, M. G. ; Zoubir, A. M. (2009):
Iterative Target Detection Approach for Through-the-Wall Radar Imaging.
, Taipei, Taiwan, In: Proc. 34th IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), S. 3061-3064, [Conference item]

Debes, C. ; Amin, M. G. ; Zoubir, A. M. (2009):
Target detection in Single- and Multiple-View Through-the-Wall Radar Imaging.
47, In: IEEE Trans. on Geoscience and Remote Sensing, (5), S. 1349-1361, [Article]

2008

Debes, C. ; Amin, M. G. ; Zoubir, A. M. (2008):
Target Detection in Multiple-Viewing Through-the-Wall Radar Imaging.
, Boston, MA, USA, In: Proc. 28th IEEE International Geoscience and Remote Sensing Symposium (IGARSS), S. 173-176, [Conference item]

Debes, C. ; Zoubir, A. M. (2008):
The Recursive Maximum Likelihood Algorithm for Non-Stationary Signals.
, Las Vegas, NV, USA, In: Proc. 33th IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), S. 3777-3780, [Conference item]

2007

Debes, C. ; Zoubir, A. M. (2007):
Bootstrapping Autoregressive Plus Noise Processes.
, St. Thomas, US Virgin Islands, USA, In: Proc. 2nd IEEE Int. Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), S. 53-56, [Conference item]

Debes, C. ; Wedi, T. ; Brown, C. L. ; Zoubir, A. M. (2007):
Motion Estimation using a Joint Optimisation of the Motion VectorField and a Super-Resolution Reference Image.
, San Antonio, TX, USA, In: Proc. 14th IEEE Int. Conf. on Image Processing (ICIP), S. 497-500, [Conference item]

2005

Brown, C. L. ; Brcich, R. F. ; Debes, C. (2005):
Adaptive M-estimators for use in structured and unstructured robust covariance estimation.
, Novosibirsk, Russia, In: Proc. 13th IEEE Workshop on Statistical Signal Processing (SSP), S. 573-578, [Conference item]

Brown, Christopher L. ; Brcich, Ramon F. ; Debes, C. (2005):
Adaptive M-estimators for use in structured and unstructured robust covariance estimation.
In: Proceedings of the 13thIEEE Workshop on Statistical Signal Processing (SSP), Bordeaux, France, July 2005, [Conference item]

This list was generated on Fri Dec 13 06:27:00 2019 CET.