GRK 1564:  Bildgebung und -verarbeitung neuer Modalitäten - Multimodale Bild-Akquisition und Analyse für Anwendungen in der Zivilen Sicherheit

• Fachliche Zuordnung: Systemtechnik ; Informatik
• Förderung: Förderung von 2009 bis 2018
• Projektkennung: Deutsche Forschungsgemeinschaft (DFG) - Projektnummer 88636816

• Erstellungsjahr: 2019

Zusammenfassung der Projektergebnisse

Das Graduiertenkolleg 1564 „Imaging New Modalities“ hat an der Schnittstelle zwischen Elektrotechnik und Informatik das Thema der bildgebenden Sensorik beforscht. In dieser für die deutsche Wissenschaft, Wirtschaft und Gesellschaft bedeutenden Querschnittstechnologie wurde von der Entwicklung neuer Sensorprinzipien bis zur Entwicklung von Anwendungen bildgebender Sensoren in der zivilen Sicherheit das gesamte Spektrum von Forschungsfragen adressiert. Als zentralen thematischen Kern, sowohl aus wissenschaftlicher Sicht als auch aus der Perspektive der Ausbildung von Doktorand(inn)en, hat das Kolleg das integrierte Zusammenwirken aller sensor- und informationstechnischen Komponenten für bildgebende Sensorsysteme in den Blick genommen. Dieser umfasst die synergetische Forschung und Entwicklung neuer bildgebender Prinzipien für die Multispektral-, THz- und Entfernungsmesssensorik und verzahnt diese eng mit der Untersuchung grundsätzlicher Mechanismen in der Daten- und Informationsverarbeitung inkl. der Informationssicherheit. Hierbei bildete die Verarbeitung von Bildsensordaten in dem Spannungsfeld „Sensorentwicklung – anwendungsorientierte Sensordatenverarbeitung“ den zentralen Kristallisationspunkt, in dem die konkreten Aspekte der Sensorentwicklung und die Anforderungen der zivilen Sicherheit kumulieren. Methodisch wurden hierbei Aspekte der sensornahen Charakterisierung, der Kompensation von Sensorfehlern und -limitationen, sowie Methoden der Informationseinbettung untersucht. Hierbei wurden monomodale Methoden für die neuartigen Sensoren mit dem Ziel der effizienten und robusten Informationsgewinnung betrachtet, während im Bereich multimodale Methoden zentrale Fragestellungen der Registrierung, Fusionierung und Repräsentation der Daten mehrerer verschiedenartiger Sensoren untersucht wurden. Als Anwendungshintergrund diente die zivile Sicherheit, in welchem konkret die Bereiche Personenerkennung/Biometrie, bildbasierte Materialerkennung und Szenenanalyse betrachtet wurden. Für die sich spezifisch ergebenden Anforderungen für die Datenverarbeitung wurden unter anderem die Fragen der Verarbeitungsgeschwindigkeit, der Robustheit, der Redundanz und der Komplementarität untersucht. Die Einbindung der Informationssicherheit, in Kombination mit der ethischen Begleitforschung bildete hierbei die Schnittstelle der technologischen Forschung hin zur gesellschaftlichen Integration künftiger Sensortechnologien.

Projektbezogene Publikationen (Auswahl)

• “A Numerical Solution for Azimuth Invariant Bistatic SAR Processing Using Geometry-based Bistatic Formula”. In: Proc. European Conf. on Synthetic Aperture Radar. 2008, S. 1–4
  J. Ding, Z. Zhang, Z. Bao und O. Loffeld
  
• “Evaluation of analytic point target spectra for bistatic SAR”. In: Proc. Asian-Pacific Conf. on Synthetic Aperture Radar. 2009, S. 964–968
  Ding, Jinshan; Loffeld, Otmar; Nies, Holger; Wang, Robert & Ortiz, Amaya
  
• “Focusing bistatic SAR data in the wavenumber domain using linearized weighted LBF”. In: Proc. IEEE Radar Conf. 2009, S. 1–6
  Loffeld, Otmar; Knedlik, Stefan; Nies, Holger & Ortiz, Amaya
  
• Elektrooptische Kamera mit demodulierendem Detektorarray. DE Patent Pub. DE102009001159, wO Patent Pub. WO2010097326. 2010
  G. Spickermann, P. Haring Bolívar und H. Roskos
  
• “A fully integrated optical detector with a-Si:H based color photodiodes”. In: Phys. Status Solidi (PSS) 207.3 (2010), S. 700–703
  Watty, Krystian; Merfort, Christian; Seibel, Konstantin; Schöler, Lars & Böhm, Markus
  
• “Active video-rate camera with up to 32 detector-pixels at 812 GHz”. In: Proc. Int. Conf. on Infrared, Millimeter, and Terahertz Waves. 2010, S. 1–1
  Spiegel, W. V.; Henneberger, R.; Huhn, A. K.; Bolivar, P. Haring & Roskos, H. G.
  
• “Adaptive matrix distances aiming at optimum regression subspaces”. In: Proc. European Symp. on Artificial Neural Networks (ESANN). 2010, S. 93–98
  M. Strickert, A. Soto und G. Vazquez
  
• “Adaptive Visualization of Text Documents Incorporating Domain Knowledge”. In: Proc. Neural Information Processing Systems (NIPS) Workshop on Challenges of Data Visualization. 2010
  A. J. Soto, M. Strickert, G. E. Vazquez und E. Milios
  
• “Array platforms and bioinformatics tools for the analysis of plant transcriptome in response to abiotic stress”. In: Plant Stress Tolerance. Humana Press, 2010, S. 71–93
  Sreenivasulu, Nese; Sunkar, Ramanjulu; Wobus, Ulrich & Strickert, Marc
  
• “Broadband terahertz characterization of energetic materials for calculation of dielectric properties”. In: Proc. Int. Forum on Terahertz Spectroscopy and Imaging. 2010
  A. K. Huhn und P. Haring Bolívar
  
• “Comparison of Bilateral Filtering Strategies for Video Processing in Color and Depth”. In: Proc. of the IADIS Int. Conf. on Computer Graphics, Visualization, Computer Vision and Image Processing (CGVCVIP). 2010, S. 76– 84
  B. Langmann, K. Hartmann und O. Loffeld
  
• “De-regulation of abscisic acid contents causes abnormal endosperm development in the barley mutant seg8”. In: The Plant Journal 64.4 (2010), S. 589–603
  Sreenivasulu, Nese; Radchuk, Volodymyr; Alawady, Ali; Borisjuk, Ljudmilla; Weier, Diana; Staroske, Nicole; Fuchs, Jörg; Miersch, Otto; Strickert, Marc; Usadel, Björn; Wobus, Ulrich; Grimm, Bernhard; Weber, Hans & Weschke, Winfriede
  
• “Depth Assisted Background Subtraction for Color Capable ToF-Cameras”. In: Proc. Int. Conf. on Image and Video Processing and Computer Vision (IVPCV). 2010, S. 75–82
  B. Langmann, K. Hartmann und O. Loffeld
  
• “Information Security of Multimodal Input Data – Traceability of Image Data”. In: Proc. Conf. on Telecommunications, Electronics and Informatics (ICTEI). 2010, S. 31–34
  R. Schick, S. Tcaciuc und C. Ruland
  
• “Linear Data Association Mapping by Supervised Metric Adaptation”. In: Proc. Mittweida Workshop on Computational Intelligence (MIWOCI). 2010, S. 5–17
  M. Strickert
  
• “Mapping of quantitative trait loci associated with protein expression variation in barley grains”. In: Molecular Breeding 27 (2011), S. 301–314
  Witzel, Katja; Pietsch, Christof; Strickert, Marc; Matros, Andrea; Röder, Marion S.; Weschke, Winfriede; Wobus, Ulrich & Mock, Hans-Peter
  
• “Multi-Modal Background Subtraction using Gaussian Mixture Models”. In: Proc. ISPRS Technical Commission III Symp. on Photogrammetry Computer Vision and Image Analysis (PCV). Bd. 28. 2010, S. 61–66
  B. Langmann, S. E. Ghobadi, K. Hartmann und O. Loffeld
  
• “Unifying generative and discriminative learning principles”. In: BMC Bioinformatics 11.1 (2010)
  Keilwagen, Jens; Grau, Jan; Posch, Stefan; Strickert, Marc & Grosse, Ivo
  
• “A broadband 0.6 to 1 THz CMOS imaging detector with an integrated lens”. In: Proc. IEEE MTT-S Int. Microwave Symp. Digest (MTT). 2011, S. 1–4
  Al-Hadi, R.; Sherry, H.; Grzyb, J.; Baktash, N.; Zhao, Y.; Oejefors, E.; Kaiser, A.; Cathelin, A. & Pfeiffer, U. R.
  
• “A Generic Approach to the Texture Detection Problem in Digital Images”. In: Proc. Int. Conf. on Computer Recognition Systems. 2011, S. 375–384
  Feinen, Christian; Grzegorzek, Marcin; Droege, Detlev & Paulus, Dietrich
  
• “A Novel High-Dynamic a-Si:H Multicolor pin-Detector with ZnO:Al Front and Back Contacts”. In: MRS Proceedings. Bd. 1305. 2011
  Bablich, Andreas; Watty, Krystian; Merfort, Christian; Seibel, Konstantin & Boehm, Markus
  
• “ABA biosynthesis and degradation contributing to ABA homeostasis during barley seed development under control and terminal droughtstress conditions”. In: Journal of Experimental Botany 62.8 (2011), S. 2615–2632
  Seiler, Christiane; Harshavardhan, Vokkaliga Thammegowda; Rajesh, Kalladan; Reddy, Palakolanu Sudhakar; Strickert, Marc; Rolletschek, Hardy; Scholz, Uwe; Wobus, Ulrich & Sreenivasulu, Nese
  
• “Amorphous Photodiode with an Intermediate Contact for Improved Color Separation”. In: Proc. MRS Proc. Bd. 1305. 2011
  Watty, Krystian; Bablich, Andreas; Seibel, Konstantin; Merfort, Christian & Boehm, Markus
  
• “Animation of Air Bubbles with SPH”. In: Proc. Int. Conf. on Computer Graphics Theory and Applications GRAPP. 2011, S. 225– 234
  M. Ihmsen, J. Bader, G. Akinci und M. Teschner
  
• “Comparison of Depth Super-Resolution Methods for 2D/3D Images”. In: Int. Journal of Computer Information Systems and Industrial Management Applications 3 (2011), S. 635–645
  B. Langmann, K. Hartmann und O. Loffeld
  
• “Data Leakage Tracking Non – Repudiation of Forwarding”. In: Informatics Engineering and Information Science (2011), S. 163–173
  Schick, Rainer & Ruland, Christoph
  
• “Data Leakage Tracking – Non-Repudiation of Forwarding”. In: Proc. Conf. on Informatics Engineering and Information Science (ICIEIS). 2011, S. 163– 173
  Schick, Rainer & Ruland, Christoph
  
• “De-Novo Discovery of Differentially Abundant Transcription Factor Binding Sites Including Their Positional Preference”. In: PLoS Computational Biology 7.2 (2011), e1001070
  Keilwagen, Jens; Grau, Jan; Paponov, Ivan A.; Posch, Stefan; Strickert, Marc & Grosse, Ivo
  
• “Document Tracking – On the Way to a New Security Service”. In: Proc. Conf. on Network and Information Systems Security (SAR-SSI). 2011, S. 89–93
  Schick, Rainer & Ruland, Christoph
  
• “Enhancing MGRLVQ by quasi step discriminatory functions using 2nd order training”. In: Proc. Mittweida Workshop on Computational Intelligence (MIWOCI). Machine Learning Reports. 2011, S. 5–15
  M. Strickert
  
• “Exploiting prior knowledge and gene distances in the analysis of tumor expression profiles with extended Hidden Markov Models”. In: Bioinformatics (2011), S. 1645–1652
  Seifert, Michael; Strickert, Marc; Schliep, Alexander & Grosse, Ivo
  
• “Global Multi-View Tracking utilizing Color and ToF Cameras by Combining Volumetric and Photometric Measures”. In: Proc. Int. Conf. on Computer Vision Theory and Applications (VISAPP). 2011, S. 694–699
  B. Langmann, K. Hartmann und O. Loffeld
  
• “Introduction of a New Non-Repudiation Service to Protect Sensitive Private Data”. In: Proc. of Int. Conf. on Advances in Information and Communication Technologies. 2011, S. 71–76
  R. Schick und C. Ruland
  
• “Lens- Integrated THz Imaging Arrays in 65nm CMOS Technologies”. In: RFIC Baltimore, MD (2011), S. 365–368
  Sherry, Hani; Al Hadi, Richard; Grzyb, Janusz; Ojefors, Erik; Cathelin, Andreia; Kaiser, Andreas & Pfeiffer, Ullrich R.
  
• “Lensintegrated THz imaging arrays in 65nm CMOS technologies”. In: Proc. Symp. Radio Freq. Integr. Circuits. 2011, S. 365–368
  Sherry, Hani; Al Hadi, Richard; Grzyb, Janusz; Ojefors, Erik; Cathelin, Andreia; Kaiser, Andreas & Pfeiffer, Ullrich R.
  
• “Multispectral image characterization by partial generalized covariance”. In: Proc. European Symp. on Artificial Neural Networks, Computational Intelligence and Machine Learning. 2011, S. 105–110
  M. Strickert, B. Labitzke, A. Kolb und T. Villmann
  
• “Multispectral Pattern Recognition Techniques for Biometrics”. In: Biometrics. Faculty of Biomedical Engineering, Silesian University of Technology, 2011, S. 87–116
  J. Bader, B. Labitzke, M. Grzegorzek und A. Kolb
  
• “Partial generalized correlation for hyperspectral data”. In: Proc. IEEE Symp. on Computational Intelligence and Data Mining. 2011, S. 325–330
  Strickert, Marc; Labitzke, Bjorn & Blanz, Volker
  
• “Scanning 2D/3D monocular camera”. In: Proc. 3DTV Conf.: The True Vision – Capture, Transmission and Display of 3D Video (3DTV-CON). 2011, S. 1–4
  Lottner, Oliver; Langmann, Benjamin; Weihs, Wolfgang & Hartmann, Klaus
  
• “Subspace Mapping of Noisy Text Documents”. In: Lecture Notes in Artificial Intelligence. Bd. 6657. Springer-Verlag Berlin Heidelberg, 2011, S. 377–383
  Soto, Axel J.; Strickert, Marc; Vazquez, Gustavo E. & Milios, Evangelos
  
• “Subspace Mapping of Noisy Text Documents”. In: Proc. Canadian Conf. Artificial Intelligence. 2011, S. 377–383
  Soto, Axel J.; Strickert, Marc; Vazquez, Gustavo E. & Milios, Evangelos
  
• “Target-Driven Subspace Mapping Methods and Their Applicability Domain Estimation”. In: Molecular Informatics 30 (2011), S. 779–789
  Soto, Axel J.; Vazquez, Gustavo E.; Strickert, Marc & Ponzoni, Ignacio
  
• “THz active imaging systems with real-time capabilities”. In: Proc. IEEE Trans. THz Science and Technology. Bd. 1. 1. 2011, S. 183– 200
  Friederich, Fabian; von Spiegel, Wolff; Bauer, Maris; Meng, Fanzhen; Thomson, Mark D.; Boppel, Sebastian; Lisauskas, Alvydas; Hils, Bernd; Krozer, Viktor; Keil, Andreas; Loffler, Torsten; Henneberger, Ralf; Huhn, Anna Katharina; Spickermann, Gunnar; Bolivar, Peter Haring & Roskos, Hartmut G.
  
• “Towards recognition of energetic materials - Terahertz imaging and sensing at higher frequencies”. In: Proc. EU Conference on the Detection of Explosives (EUCDE). 2011
  A. K. Huhn, W. von Spiegel, P. de Maagt, W. Duvalois, O. van der Jagt, H. Roskos und P. Haring Bolívar
  
• Automatic partitioning and recognition of human body regions from an arbitrary scan coverage image. US Patent 8,170,306. 2012
  D. Yu, M. Piotraschke und L. Sibille
  
• “200- GHz bandwidth on wafer characterization of CMOS nonlinear transmission line using electro-optic sampling”. In: Microwave and Optical Tech. Letters 54 (2012), S. 1858– 1862
  Jamshidifar, M.; Spickermann, G.; Schäfer, H. & Bolivar, P. Haring
  
• “A 1 k-Pixel Video Camera for 0.7–1.1 Terahertz Imaging Applications in 65-nm CMOS”. In: IEEE Journal of Solid-State Circuits 47.12 (2012), S. 2999–3012
  Al Hadi, Richard; Sherry, Hani; Grzyb, Janusz; Zhao, Yan; Forster, Wolfgang; Keller, Hans M.; Cathelin, Andreia; Kaiser, Andreas & Pfeiffer, Ullrich R.
  
• “A 1k-Pixel CMOS Camera Chip for 25fps Real-Time Terahertz Imaging Applications”. In: Proc. IEEE Int. Solid-State Circuits Conf. 2012, S. 252–254
  Sherry, Hani; Grzyb, Janusz; Zhao, Yan; Hadi, Richard Al; Cathelin, Andreia; Kaiser, Andreas & Pfeiffer, Ullrich
  
• “A modular framework for 2D/3D and multi-modal segmentation with joint super-resolution”. In: Proc. European Conf. on Computer Vision Workshops and Demonstrations. 2012, S. 12–21
  Langmann, Benjamin; Hartmann, Klaus & Loffeld, Otmar
  
• “A novel model-based approach to left ventricle segmentation”. In: Proc. Int. Conf. Computing in Cardiology (CinC). 2012, S. 561–564
  M. Bugdol, J. Czajkowska und E. Pietka
  
• “Broadband terahertz analysis of energetic materials – Composition and preparation dependencies”. In: Proc. Int. Conf. Infrared, Millimeter, and Terahertz Waves (IRMMW-THz). 2012, S. 1–2
  Huhn, A. K.; Saenz, E.; de Maagt, P. & Haring Bolívar, P.
  
• “Color Separation Enhancement of pixn Diodes by Optimizing Absorption Regions of a-SiGe:H/a-SiC:H Alloys and Using a Low Reflective Al-doped ZnO Cathode”. In: Proc. Conf. Material Research Society (MRS). Bd. 1426. 1. 2012, S. 181–186
  Bablich, Andreas; Watty, Krystian; Merfort, Christian & Boehm, Markus
  
• “Depth Auto-calibration for Range Cameras Based on 3D Geometry Reconstruction”. In: Proc. Int. Symp. on Visual Computing. 2012, S. 756–766
  Langmann, Benjamin; Hartmann, Klaus & Loffeld, Otmar
  
• “Depth Camera Technology Comparison and Performance Evaluation”. In: Proc. Int. Conf. on Pattern Recognition Applications and Methods (ICPRAM). 2012, S. 438–444
  B. Langmann, K. Hartmann und O. Loffeld
  
• “Development of Three- Terminal Photodiodes Based on a-Si:H with an Additional Buried TCO Electrode”. In: Proc. Conf. Material Research Society (MRS). Bd. 1426. 1. 2012, S. 223–228
  Watty, Krystian; Bablich, Andreas; Seibel, Konstantin; Merfort, Christian & Boehm, Markus
  
• “Fast antenna-coupled terahertz detectors based on uncooled thermoelements”. In: Proc. Int. Conf. on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz). 2012, S. 1–3
  Huhn, A. K.; Spickermann, G.; Ihring, A.; Schinkel, U.; Meyer, H.-G. & Haring Bolivar, P.
  
• “FIB-assisted a-SiGe:H/a-SiC:H alloy analysis for ultra-low biased multispectral pixn sensors with enhanced color separation features and low reflective ZnO:Al back-contacts”. In: Proc. SPIE 8376, 83760Q. 2012
  Bablich, Andreas; Watty, Krystian; Merfort, Christian & Böhm, Markus
  
• “Generic Visual Analysis for Multi- and Hyperspectral Data”. In: Data Mining and Knowledge Discovery, Special Issue: Intelligent Data Visualization (2012), S. 117–145
  Labitzke, Björn; Bayraktar, Serkan & Kolb, Andreas
  
• “Long-range guided THz radiation by thin layers of water”. In: Optics express 20.25 (2012), S. 27781–27791
  Sczech, Robert; Rivas, Jaime Gómez; Berrier, Audrey; Giannini, Vincenzo; Pirruccio, Giuseppe; Debus, Christian; Schäfer-Eberwein, Heiko & Bolívar, Peter Haring
  
• “Non-Repudiation of Forwarding – Traceability of confidential data”. In: Proc. of Int. Conf. on on Security and Cryptography. 2012, S. 387–390
  R. Schick und C. Ruland
  
• “Novel approach to improve reliable color recognition in a-Si:H photodiodes”. In: Proc. SPIE 8376, 83760N. Bd. 65535. 2012
  Watty, Krystian; Bablich, Andreas; Seibel, Konstantin; Merfort, Christian & Böhm, Markus
  
• “On the Security of the Non-Repudiation of Forwarding Service”. In: Proc. of Int. Conf. on on Security and Cryptography. 2012, S. 167–178
  Schick, Rainer & Ruland, Christoph
  
• “Parsimonious Higher-Order Hidden Markov Models for Improved Array-CGH Analysis with Applications to Arabidopsis thaliana”. In: PLoS Computational Biology 8 (2012)
  Seifert, Michael; Gohr, André; Strickert, Marc & Grosse, Ivo
  
• “Posterior regularization and attribute assessment of under-determined linear mappings”. In: Proc. European Symp. Artificial Neural Networks (ESANN). 2012, S. 67–72
  M. Strickert und M. Seifert
  
• “Realtime video rate imaging with a 1k-pixel THz CMOS focal-plane array”. In: Proc. SPIE Defense, Security, and Sensing. Bd. 8362. 2012, S. 83620C
  Grzyb, J.; Sherry, H.; Zhao, Y.; Al Hadi, R.; Cathelin, A.; Kaiser, A. & Pfeiffer, U.
  
• “Stand-off real-time synthetic imaging at mm-wave frequencies”. In: Proc. Passive and Active Millimeter-Wave Imaging XV. Bd. 8362. 1. 2012, S. 836208
  Kahl, Matthias; Keil, Andreas; Peuser, Joern; Loeffler, Torsten; Paetzold, Martin; Kolb, Andreas; Sprenger, Thorsten; Hils, Bernd & Haring Bolívar, Peter
  
• “Terahertz detector arrays in a high-performance SiGe HBT technology”. In: Proc. IEEE Bipolar/BiCMOS Circuits and Tech. Meeting. 2012, S. 1–4
  Hadi, Richard Al; Grzyb, Janusz; Heinemann, Bernd & Pfeiffer, Ullrich
  
• Proc. of the Joint Workshop of the German Research Training Groups in Computer Science. Dagstuhl, Germany: Pro Business Digital Printing Deutschland GmbH, 2013, S. 1–242
  J. Bader, C. Feinen, J. Hedrich, R. Do Carmo und P. Scholl
  
• “160-GHz Power Amplifier Design in Advanced SiGe HBT Technologies With Psat in Excess of 10 dBm”. In: IEEE Trans. Microwave Theory and Techniques 61.99 (2013), S. 1–9
  Sarmah, Neelanjan; Chevalier, Pascal & Pfeiffer, Ullrich R.
  
• “4-D Fuzzy Connectedness- Based Medical Image Segmentation Technique”. In: Proc. Int. Conf. on Mixed Design of Integrated Circuits and Systems. 2013, S. 519–524
  J. Czajkowska, J. Kawa, Z. Czajkowski und M. Grzegorzek
  
• “A 135-170 GHz Power Amplifier in an advanced SiGe HBT technology”. In: Proc. IEEE Symp. Radio Frequency Integrated Circuits (RFIC). 2013, S. 287–290
  Sarmah, Neelanjan; Heinemann, Bernd & Pfeiffer, Ullrich R.
  
• “A Multi- Stage Approach for Automatic Classification of Environmental Microorganisms”. In: Proc. Int. Conf. on Image Processing, Computer Vision, and Pattern Recognition. 2013, V II: 364–370
  C. Li, K. Shirahama, J. Czajkowska, M. Grzegorzek, F. Ma und B. Zhou
  
• “A survey of image hashing technique for data authentication in WMSNs”. In: Proc. IEEE Int. Conf. on Wireless and Mobile Computing, Networking and Communications (WiMob). 2013, S. 253–258
  Shin, Jinse & Ruland, Christoph
  
• “Adaptive Media Player for In-Car Entertainment.” In: Proc. Symp. Automotive meets Electronics (AmE). 2013, S. 42–46
  D. Shahlaei, M. Wahl, H. Pu und A. Belhoula
  
• “Broadband terahertz analysis of energetic materials – Influence of Crystal Structure and Additives”. In: IEEE Trans. THz Science and Technology 3.5 (2013), S. 649–655
  Huhn, Anna K.; Saenz, Elena; de Maagt, Peter & Bolivar, Peter Haring
  
• “Concept, System Design, Evaluation and Safety Requirements for a Multispectral Sensor”. Diss. University of Siegen, 2013
  O. Schwaneberg
  
• “Consistent Surface Model for SPH-based Fluid Transport”. In: Proc. Symp. on Computer Animation (SCA). 2013, S. 95–103
  Orthmann, Jens; Hochstetter, Hendrik; Bader, Julian; Bayraktar, Serkan & Kolb, Andreas
  
• “Constraint Up-Scaling for Direct and Global Image Components”. In: Proc. Int. Conf. Central Europe on Computer Graphics, Journal of Visualization and Computer Vision (WSCG). Bd. 21. 1. 2013, S. 69–78
  J. Bader, M. Paetzold und A. Kolb
  
• “Coupling and cm propagation of long-range guided THz radiation in thin layers of water”. In: Proc. CLEO: Science and Innovations. 2013, CM3J–6
  Sczech, Robert; Rivas, Jaime Gómez; Berrier, Audrey; Giannini, Vincenzo; Pirruccio, Giuseppe; Debus, Christian; Schäfer-Eberwein, Heiko & Bolívar, Peter Haring
  
• “Coupling to long-range guided THz modes in thin layers of water”. In: Proc. Int. Workshop on Optical Terahertz Science and Technology. 2013, S. 27781–91
  R. Sczech, J. Gomez Rivas, A. Berrier, V. Giannini, G. Pirruccio, C. Debus, H. Schaefer- Eberwein und P. Haring Bolívar
  
• “Diminishing relative jitter in electrooptic sampling of active mm-wave and THz circuits”. In: Optics express 21.4 (2013), S. 4396– 4404
  Jamshidifar, M. & Bolívar, P. Haring
  
• “Experimental Evidence for cm Propagation Lengths of Long-Range Guided Terahertz Radiation by Thin Layers of Water”. In: Applied Physics Letters 103.3 (2013), S. 031106
  Sczech, Robert; Stock, Daniel; Bornemann, Rainer & Haring Bolívar, Peter
  
• “Expressive Spectral Error Visualization for Enhanced Spectral Unmixing”. In: Proc. of Int. Workshop on Vision, Modeling and Visualization. 2013, S. 9–16
  B. Labitzke, F. Urrigshardt und A. Kolb
  
• “Extremely low-jitter and ultra-broadband electrooptic sampling system for near field sensing of active and passive sub-THz electronic devices”. In: Proc. Int. Conf. on Infrared, Millimeter, and Terahertz Waves (IRMMW- THz). 2013, S. 1–2
  Jamshidifar, Mehran & Haring Bolivar, Peter
  
• “Efficient and Accurate Linear Spectral Unmixing”. In: Proc. IEEE Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (Whispers). 2013, S. 1–4
  Labitzke, Bjorn & Kolb, Andreas
  
• “Efficient, Robust, and Scale-Invariant Decomposition of Raman Spectra”. In: Proc. of Signal and Image Processing Applications (ICSIPA). 2013, S. 317–321
  Bayraktar, S.; Labitzke, B.; Bader, J.; Bornemann, R.; Bolivar, P. Haring & Kolb, A.
  
• “Fuzzy Model Based Algorithm for 3-D Bone Tumour Analysis”. In: Proc. Int. Conf. Fuzzy Computation Theory and Applications (FCTA). 2013, S. 185–192
  J. Czajkowska
  
• “Graph-Based Shape Representation for Object Retrieval”. In: Proc. Int. Conf. on Pattern Recognition, Applications and Methods. 2013, S. 315–318
  A. Amanpourgharaei, C. Feinen und M. Grzegorzek
  
• “HBT terahertz detector arrays in SiGe technology”. In: Proc. IEEE Journal of Solid-State Circuits. Bd. 48. 2013, S. 2002– 2010
  Al Hadi, Richard; Grzyb, Janusz; Heinemann, Bernd & Pfeiffer, Ullrich R.
  
• “High-Quality Computational Imaging Through Simple Lenses”. In: ACM Trans. on Graphics 32.5 (2013). SIGGRAPH 2013, 149:1–149:14
  Heide, Felix; Rouf, Mushfiqur; Hullin, Matthias B.; Labitzke, Bjorn; Heidrich, Wolfgang & Kolb, Andreas
  
• “Increasing performance of multispectral systems by an analytical selection of spectral bands using an example of a-Si:H photodiodes”. Diss. Universität Siegen, 2013
  C. Merfort
  
• “Increasing the Accuracy of Time-of-Flight Cameras for Machine Vision Applications”. In: Computers in Industry, Special Issue: 3D Imaging in Industry 64.9 (2013), S. 1090–1098
  Langmann, Benjamin; Hartmann, Klaus & Loffeld, Otmar
  
• “Intrinsic Image Evaluation On Synthetic Complex Scenes”. In: Proc. IEEE Int. Conf. on Image Processing (ICIP). 2013, S. 285–289
  Beigpour, S.; Serra, M.; van de Weijer, J.; Benavente, R.; Vanrell, M.; Penacchio, O. & Samaras, D.
  
• “Lens-Integrated On-Chip Antennas for THz Direct Detectors in SiGe HBT”. In: Proc. IEEE Int. Symp. Antennas and Propagation and USNC- URSI National Radio Science Meeting (AP-S/USNC-URSI). 2013, S. 2265–2266
  Grzyb, J.; Al Hadi, R. & Pfeiffer, U.R.
  
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• “Silicon-based Sources and Detectors for Terahertz Applications”. In: Proc. CLEO: Science and Innovations. 2014, STu1F. 3
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• “Skeleton- Based Abdominal Aorta Registration Technique”. In: Proc. IEEE Int. Conf. on Engineering in Medicine and Biology Society. 2014
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• “Terahertz recognition of energetic materials : spectroscopic analysis and technological perspectives of imaging systems”. Diss. Universität Siegen, 2014. isbn: 978-3-8439-1723-0
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• “Turning a ToF camera into an illumination tester: Multichannel waveform recovery from few measurements using compressed sensing”. In: Proc. Int. Conf. on 3D Imaging (IC3D). 2014, S. 1–8
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• “Visualization and analysis of multispectral image data”. Diss. University of Siegen, 2014
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• “Wide Area 2D/3D Imaging: Development, Analysis and Applications”. Diss. Universität Siegen, 2013
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• “Wide bandwidth room-temperature THz imaging array based on antenna-coupled MOSFET bolometer”. In: Sensors and Actuators A: Physical (2014)
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• “A Compressed Sensing Framework for Accurate and Robust Waveform Reconstruction and Phase Retrieval Using the Photonic Mixer Device”. In: IEEE Photonics Journal 7.3 (2015), S. 1–16
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• “A sparse array based sub-terahertz imaging system for volume inspection”. In: Proc. European Microwave Conf. (EuMC). 2015, S. 438–441
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• “Adaptive High Dynamic Range for Time-of-Flight Cameras”. In: IEEE Trans. on Instrumentation and Measurement 64.7 (2015), S. 1885–1906
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• “Anisotropic Point-Based Fusion”. In: Proc. Int. Conf. on Information Fusion (FUSION). 2015, S. 2121–2128
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• “Crosstalk characterization of PMD pixels using the spatial response function at subpixel level”. In: Proc. SPIE. Bd. 9393. 2015, S. 93930L-93930L-11
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• “Dielectric constant extraction using ellipsometry at terahertz frequencies with a SiGe chipset at 240 GHz”. In: Proc. German Terahertz Conf. 2015
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• “Efficient and Robust Inverse Lighting of a Single Face Image Using Compressive Sensing”. In: Proc. IEEE Int. Conf. Computer Vision (ICCV), Workshops. 2015, S. 226–234
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• “From Weighted Least Squares Estimation to Sparse CS Reconstruction: L1 Minimization in the Framework of Recursive Kalman Filtering”. In: Proc. Int. Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa). 2015, S. 149–153
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• “Kinect Range Sensing: Structured-Light versus Time-of-Flight Kinect”. In: Journal of Computer Vision and Image Understanding 13 (2015), S. 1–20
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• “Multi-scale textural feature extraction and particle swarm optimization based model selection for false positive reduction in mammography”. In: Computerized Medical Imaging and Graphics 46 (2015). Information Technologies in Biomedicine, S. 95–107. issn: 0895-6111
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• “Nanothermometer Based on Resonant Tunneling Diodes: From Cryogenic to Room Temperatures”. In: ACS Nano 9.6 (2015), S. 6271–6277
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• “Secure and Robust Image Hashing Algorithm for Content based Image Authentication”. Diss. Universität Siegen, 2015. isbn: 978-3-8440-3986-3
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• “Simultaneous Multichannel Waveform Recovery of Illumination Signals Using Compressed Sensing”. In: IEEE Photonics Technology Letters 27.4 (2015), S. 431–434
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• “Skeleton Graph Matching vs. Maximum Weight Cliques Aorta Registration Techniques”. In: Computerized Medical Imaging and Graphics 46.2 (2015), S. 142–152
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• “Spectral sensitivity of a graphene/silicon pn-junction photodetector”. In: Proc. Int. Conf. on Ultimate Integration on Silicon (EUROSOI-ULIS). 2015, S. 77–80
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• “Structure and Rank Awareness for Error and Data Flow Reduction in Phase-Shift-Based ToF Imaging Systems Using Compressive Sensing”. In: Proc. Int. Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa). 2015, S. 150–154
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• “Towards Multi-Dimensional Terahertz Imaging Systems Based on Low- Cost Silicon Technologies”. Diss. Bergische Universität Wuppertal, 2015. isbn: 978-3- 8439-2571-6
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• “A 200-;225 GHz SiGe Power Amplifier with peak Psat of 9.6 dBm using wideband power combination”. In: Proc. European Solid-State Circuits Conf. (ESSCIRC). 2016, S. 193–196
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• “A deep spatial/spectral descriptor of hyperspectral texture using scattering transform”. In: Proc. IEEE Int. Conf. on Image Processing (ICIP). 2016, S. 3568–3572
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• “A Fully Integrated 240-GHz Direct-Conversion Quadrature Transmitter and Receiver Chipset in SiGe Technology”. In: Proc. IEEE Trans.on Microwave Theory and Techniques. 2016, S. 562–574
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• “A Nullspace Based L1 Minimizing Kalman Filter Approach to Sparse CS Reconstruction”. In: Proc. European Conf. on Synthetic Aperture Radar (EUSAR). 2016, S. 1–5
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• “Active Multispectral SWIR Imaging for Reliable Skin Detection and Face Verification”. Cuvillier Verlag Göttingen. Universität Siegen, 2016. isbn: 9783736994508
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• “An OOK-Modulator at 240 GHz with 20 GHz Bandwidth”. In: Proc. GeMiC. 2016, S. 345–348
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• “Chemical Vapor Deposited Graphene for Opto-Electronic Applications”. In: Journal of Nano Research 39 (2016), S. 57–68
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• “Combined based on minimum distance orthogonal matching pursuit method for support recovery improvement in superresolution compressed sensing”. In: Proc. Int. Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa). 2016, S. 257–261
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• “High-performance hybrid electronic devices from layered PtSe2 films grown at low temperature”. In: ACS nano 10.10 (2016), S. 9550–9558
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• “Illumination aspects of sparse line arrays for 3D terahertz imaging”. In: Proc. Int. Conf. on Infrared, Millimeter, and Terahertz waves (IRMMW-THz). 2016, S. 1–2
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• “Low-Light Image Enhancement for Multiaperture and Multitap Systems”. In: IEEE Photonics Journal 8.2 (2016), S. 1–25
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• “Wideband Circuit Design Techniques for Ultra-High Data-Rate Wireless Communication in Silicon Technologies”. Diss. University of Wuppertal, 2016
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