GRK 1564:  Imaging New Modalities - Multimodal Image Acquisition and Analysis for Civil Security Applications

• Subject Area: Systems Engineering ; Computer Science
• Term: from 2009 to 2018
• Project identifier: Deutsche Forschungsgemeinschaft (DFG) - Project number 88636816

• Final Report Year: 2019

Final Report Abstract

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.

Publications

• “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
  J. Ding, O. Loffeld, H. Nies, R. Wang und A. Ortiz
  (See online at https://doi.org/10.1109/apsar.2009.5374269)
• “Focusing bistatic SAR data in the wavenumber domain using linearized weighted LBF”. In: Proc. IEEE Radar Conf. 2009, S. 1–6
  J. Ding, O. Loffeld, S. Knedlik, H. Nies, A. Ortiz und Y. Wang
  (See online at https://doi.org/10.1109/radar.2009.4977059)
• 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
  K. Watty, C. Merfort, K. Seibel, L. Schöler und M. Böhm
  (See online at https://doi.org/10.1002/pssa.200982722)
• “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
  W. V. Spiegel, R. Henneberger, A. K. Huhn, P. Haring Bolívar und H. G. Roskos
  (See online at https://doi.org/10.1109/icimw.2010.5612422)
• “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
  N. Sreenivasulu, R. Sunkar, U. Wobus und M. Strickert
  (See online at https://doi.org/10.1007/978-1-60761-702-0_5)
• “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
  N. Sreenivasulu, V. Radchuk, A. Alawady, L. Borisjuk, D. Weier, N. Staroske, J. Fuchs, O. Miersch, M. Strickert, B. Usadel, U. Wobus, B. Grimm, H. Weber und W. Weschke
  (See online at https://doi.org/10.1111/j.1365-313x.2010.04350.x)
• “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
  
• “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)
  J. Keilwagen, J. Grau, S. Posch, M. Strickert und I. Grosse
  (See online at https://doi.org/10.1186/1471-2105-11-98)
• “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
  R. Al Hadi, H. Sherry, J. Grzyb, N. Baktash, Y. Zhao, E. Ojefors, A. Kaiser, A. Cathelin und U. Pfeiffer
  (See online at https://doi.org/10.1109/mwsym.2011.5973456)
• “A Generic Approach to the Texture Detection Problem in Digital Images”. In: Proc. Int. Conf. on Computer Recognition Systems. 2011, S. 375–384
  C. Feinen, M. Grzegorzek, D. Droege und D. Paulus
  (See online at https://doi.org/10.1007/978-3-642-20320-6_39)
• “A Novel High-Dynamic a-Si:H Multicolor pin-Detector with ZnO:Al Front and Back Contacts”. In: MRS Proceedings. Bd. 1305. 2011
  A. Bablich, K. Watty, C. Merfort, K. Seibel und M. Böhm
  (See online at https://doi.org/10.1557/opl.2011.305)
• “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
  C. Seiler, V. T. Harshavardhan, K. Rajesh, P. S. Reddy, M. Strickert, H. Rolletschek, U. Scholz, U. Wobus und N. Sreenivasulu
  (See online at https://doi.org/10.1093/jxb/erq446)
• “Amorphous Photodiode with an Intermediate Contact for Improved Color Separation”. In: Proc. MRS Proc. Bd. 1305. 2011
  K. Watty, A. Bablich, K. Seibel, C. Merfort und M. Böhm
  (See online at https://doi.org/10.1557/opl.2011.613)
• “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
  (See online at https://doi.org/10.5220/0003322902250234)
• “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
  R. Schick und C. Ruland
  (See online at https://doi.org/10.1007/978-3-642-25327-0_15)
• “Data Leakage Tracking – Non-Repudiation of Forwarding”. In: Proc. Conf. on Informatics Engineering and Information Science (ICIEIS). 2011, S. 163– 173
  R. Schick und C. Ruland
  (See online at https://doi.org/10.1007/978-3-642-25327-0_15)
• “De-Novo Discovery of Differentially Abundant Transcription Factor Binding Sites Including Their Positional Preference”. In: PLoS Computational Biology 7.2 (2011), e1001070
  J. Keilwagen, J. Grau, I. A. Paponov, S. Posch, M. Strickert und I. Grosse
  (See online at https://doi.org/10.1371/journal.pcbi.1001070)
• “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
  R. Schick und C. Ruland
  (See online at https://doi.org/10.1109/sar-ssi.2011.5931374)
• “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
  M. Seifert, M. Strickert, A. Schliep und I. Grosse
  (See online at https://doi.org/10.1093/bioinformatics/btr199)
• “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
  H. Sherry, R. Al Hadi, J. Grzyb, E. Öjefors, A. Cathelin, A. Kaiser und U. Pfeiffer
  (See online at https://doi.org/10.1109/rfic.2011.5940670)
• “Lensintegrated THz imaging arrays in 65nm CMOS technologies”. In: Proc. Symp. Radio Freq. Integr. Circuits. 2011, S. 365–368
  H. Sherry, R. Al Hadi, J. Grzyb, E. Öjefors, A. Cathelin, A. Kaiser und U. Pfeiffer
  (See online at https://doi.org/10.1109/rfic.2011.5940670)
• “Mapping of quantitative trait loci associated with protein expression variation in barley grains”. In: Molecular Breeding 27 (2011), S. 301–314
  K. Witzel, C. Pietsch, M. Strickert, A. Matros, M. Roeder, W. Weschke, U. Wobus und H.-P. Mock
  (See online at https://doi.org/10.1007/s11032-010-9432-2)
• “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
  M. Strickert, B. Labitzke und V. Blanz
  (See online at https://doi.org/10.1109/cidm.2011.5949422)
• “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
  O. Lottner, B. Langmann, W. Weihs und K. Hartmann
  (See online at https://doi.org/10.1109/3dtv.2011.5877177)
• “Subspace Mapping of Noisy Text Documents”. In: Lecture Notes in Artificial Intelligence. Bd. 6657. Springer-Verlag Berlin Heidelberg, 2011, S. 377–383
  A. J. Soto, M. Strickert, G. E. Vazquez und E. Milios
  (See online at https://doi.org/10.1007/978-3-642-21043-3_45)
• “Subspace Mapping of Noisy Text Documents”. In: Proc. Canadian Conf. Artificial Intelligence. 2011, S. 377–383
  A. J. Soto, M. Strickert, G. E. Vazquez und E. Milios
  (See online at https://doi.org/10.1007/978-3-642-21043-3_45)
• “Target-Driven Subspace Mapping Methods and Their Applicability Domain Estimation”. In: Molecular Informatics 30 (2011), S. 779–789
  A. J. Soto, G. E. Vazquez, M. Strickert und I. Ponzoni
  (See online at https://doi.org/10.1002/minf.201100053)
• “THz active imaging systems with real-time capabilities”. In: Proc. IEEE Trans. THz Science and Technology. Bd. 1. 1. 2011, S. 183– 200
  F. Friederich, W. von Spiegel, M. Bauer, F. Meng, M. D. Thomson, S. Boppel, A. Lisauskas, B. Hils, V. Krozer, A. Keil, T. Läffler, R. Henneberger, A. Huhn, G. Spickermann, P. Haring Bolívar und H. G. Roskos
  (See online at https://doi.org/10.1109/tthz.2011.2159559)
• “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
  M. Jamshidifar, G. Spickermann, H. Schäfer Eberwein und P. Haring Bolívar
  (See online at https://doi.org/10.1002/mop.26954)
• “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
  R. Al Hadi, H. Sherry, J. Grzyb, Y. Zhao, W. Förster, H. Keller, A. Cathelin, A. Kaiser und U. Pfeiffer
  (See online at https://doi.org/10.1109/jssc.2012.2217851)
• “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
  H. Sherry, J. Grzyb, Y. Zhao, R. Al Hadi, A. Cathelin, A. Kaiser und U. Pfeiffer
  (See online at https://doi.org/10.1109/isscc.2012.6176997)
• “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
  B. Langmann, K. Hartmann und O. Loffeld
  (See online at https://doi.org/10.1007/978-3-642-33868-7_2)
• “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
  A. Huhn, E. Saenz, P. de Maagt und P. Haring Bolívar
  (See online at https://doi.org/10.1109/irmmw-thz.2012.6379496)
• “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
  A. Bablich, K. Watty, C. Merfort und M. Böhm
  (See online at https://doi.org/10.1557/opl.2012.1096)
• “Depth Auto-calibration for Range Cameras Based on 3D Geometry Reconstruction”. In: Proc. Int. Symp. on Visual Computing. 2012, S. 756–766
  B. Langmann, K. Hartmann und O. Loffeld
  (See online at https://doi.org/10.1007/978-3-642-33191-6_75)
• “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
  (See online at https://doi.org/10.5220/0003778304380444)
• “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
  K. Watty, A. Bablich, K. Seibel, C. Merfort und M. Böhm
  (See online at https://doi.org/10.1557/opl.2012.1016)
• “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
  A. K. Huhn, G. Spickermann, A. Ihring, U. Schinkel, H. Meyer und P. Haring Bolívar
  (See online at https://doi.org/10.1109/irmmw-thz.2012.6379495)
• “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
  A. Bablich, K. Watty, C. Merfort und M. Böhm
  (See online at https://doi.org/10.1117/12.918318)
• “Generic Visual Analysis for Multi- and Hyperspectral Data”. In: Data Mining and Knowledge Discovery, Special Issue: Intelligent Data Visualization (2012), S. 117–145
  B. Labitzke, S. Bayraktar und A. Kolb
  (See online at https://doi.org/10.1007/s10618-012-0283-9)
• “Long-range guided THz radiation by thin layers of water”. In: Optics express 20.25 (2012), S. 27781–27791
  R. Sczech und J. Gomez Rivas
  (See online at https://doi.org/10.1364/oe.20.027781)
• “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
  (See online at https://doi.org/10.5220/0004053303870390)
• “Novel approach to improve reliable color recognition in a-Si:H photodiodes”. In: Proc. SPIE 8376, 83760N. Bd. 65535. 2012
  K. Watty, A. Bablich, K. Seibel, C. Merfort und M. Böhm
  (See online at https://doi.org/10.1117/12.918566)
• “On the Security of the Non-Repudiation of Forwarding Service”. In: Proc. of Int. Conf. on on Security and Cryptography. 2012, S. 167–178
  R. Schick und C. Ruland
  (See online at https://doi.org/10.1007/978-3-642-32287-7_15)
• “Parsimonious Higher-Order Hidden Markov Models for Improved Array-CGH Analysis with Applications to Arabidopsis thaliana”. In: PLoS Computational Biology 8 (2012)
  M. Seifert, A. Gohr, M. Strickert und I. Grosse
  (See online at https://doi.org/10.1371/journal.pcbi.1002286)
• “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
  J. Grzyb, H. Sherry, Y. Zhao, R. Al Hadi, A. Kaiser, A. Cathelin und U. Pfeiffer
  (See online at https://doi.org/10.1117/12.919218)
• “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
  M. Kahl, A. Keil, J. Peuser, T. Löffler, M. Paetzold, A. Kolb, T. Sprenger, B. Hils und P. Haring Bolívar
  (See online at https://doi.org/10.1117/12.919104)
• “Terahertz detector arrays in a high-performance SiGe HBT technology”. In: Proc. IEEE Bipolar/BiCMOS Circuits and Tech. Meeting. 2012, S. 1–4
  R. Al Hadi, J. Grzyb, B. Heinemann und U. Pfeiffer
  (See online at https://doi.org/10.1109/bctm.2012.6352643)
• 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
  N. Sarmah, P. Chevalier und U. Pfeiffer
  (See online at https://doi.org/10.1109/tmtt.2012.2231875)
• “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
  N. Sarmah, B. Heinemann und U. Pfeiffer
  (See online at https://doi.org/10.1109/rfic.2013.6569584)
• “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
  J. Shin und C. Ruland
  (See online at https://doi.org/10.1109/wimob.2013.6673369)
• “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
  A. Huhn, E. Saenz, P. de Maagt und P. Haring Bolívar
  (See online at https://doi.org/10.1109/tthz.2013.2265602)
• “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
  J. Orthmann, H.Hochstetter, J. Bader, S. Bayraktar und A. Kolb
  (See online at https://doi.org/10.1145/2485895.2485902)
• “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
  R. Sczech, J. Gomez Rivas, A. Berrier, V. Giannini, G. Pirruccio, C. Debus und H. Schäfer
  (See online at https://doi.org/10.1364/cleo_si.2013.cm3j.6)
• “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
  M. Jamshidifar und P. Haring Bolívar
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