DFG Graduiertenkolleg 1564 (Research Training Group 1564) Imaging - - PowerPoint PPT Presentation

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DFG Graduiertenkolleg 1564 (Research Training Group 1564) Imaging - - PowerPoint PPT Presentation

Sep 05, 2022 242 likes •383 views

Imaging New Modalities DFG Graduiertenkolleg 1564 (Research Training Group 1564) Imaging New Modalities Multimodal Image Acquisition and Analysis for Civil Security Applications 1 Imaging New Modalities State-of-the-Art Commercial

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DFG Graduiertenkolleg 1564 (Research Training Group 1564) Imaging New Modalities

Multimodal Image Acquisition and Analysis for Civil Security Applications

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State-of-the-Art

  • Commercial imaging civil security systems
  • Based on gray-scale- or RBG-images/videos or
  • Microwave/X-ray („nude scanner“) or
  • Fluorescence- o. mass spectroscopy (chem. Detection)
  • Current research mainly focuses on
  • mono-modal approaches and
  • “classical” sensors
  • At the same time: Significant research success in
  • new imaging sensors
  • new algorithms for data processing and analysis
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  • Sensor research
  • Development of new fundamental sensor concepts
  • Concepts for integration of multi-modal systems

(Goal: Functional enhancement and robustness)

  • Techniques for processing & analysis of sensor

data

  • Data processing for new modalities
  • Algorithms for multi-modal sensor systems
  • Data security & data privacy concepts

Modalities: Multi-spectral, THz & Range

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Research Requests for Civil Security

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Profile of the Research Training Group

  • What is the scientific motivation?
  • Why a Research Training Group?

Integrated Research (in the civil security context)

  • 1. new sensor techniques & sensor combinations,
  • 2. new techniques for mono- and multi-modal data

processing and analysis

  • 3. techniques for data security & privacy

The structure of a Research Training Group supports

  • 1. integration of this interdisciplinary topic,
  • 2. teaching of complementary foundations and
  • 3. sensitization of social aspects
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Scientific Environment

  • Long Research Tradition in Sensorics in Siegen
  • Faculty Electrical Engineering & Computer Science

makes sensor research for some 30 years

  • Center for Sensor Systems (ZESS) is 20 years active
  • Research Foci
  • Classical imaging sensorics incl. chip-, camera- and

application development

  • Further modalities: Radar, range sensors (PMD) & THz
  • Goal: Linking together these research areas on a

level of fundamental research & combine it with

  • Data security and data privacy
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Foci of the Research Training Group

Sensorics Applications in Civil Security Data Security & Privacy Processing & Analyis

DFG Research Training Group 1564 Imaging New Modalities

  • Colorimetric Arrays
  • THz-Detection
  • 2D/3D Camera Technology
  • Mono-modal: New Sensors
  • Multi-modal: New Sensor

Combinations

  • Data Security for Civil Security
  • Security of multi-modal Data
  • Person Detection

/Biometry

  • Material Analysis
  • Surveillance
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Projects & Cooperations

Project- Area Application. Sensor Development Mono-modal Techniques Multi-modal Techniques Personen Detection/ Biometry Material Analysis Surveillance

A.1 Colori- metric Arrays A.2 THz-Sensor Development A.3 Multi-Camera 2D/3D Technology B.1 Biometrics by multi-spectral Scattering Models B.2 Material Detect. In the THz Range B.3 Synth. Aperture in the THz Range C.1 Face Recognition from 2D/3D Data C.2 Visual Analysis

  • f multi-modal Data

C.3 Informationsecurity

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Project Managers

  • Prof. Dr. rer. nat. Volker Blanz - B1, B2, C1, C2
  • Prof. Dr.-Ing. Markus Böhm - A1
  • Prof. Dr.-Ing. Peter Haring Bolívar - A2, B2, B3
  • Prof. Dr.-Ing. Andreas Kolb - A3, B1, C2, C3
  • Prof. Dr.-Ing. Otmar Loffeld - A1, A3, B3
  • Prof. Dr. rer. nat. Ullrich Pfeiffer - A2
  • Prof. Dr. rer. nat. Christoph Ruland - C1, C3
  • JProf. Dr.-Ing. Marcin Grzegorzek - B2, C1, C2

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Study Programme: Scientific Course

  • Introductory Courses
  • Complementary to prior work
  • Mandatory: Information Security
  • Courses at Research Level
  • Address specific research topics
  • Guest researchers
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Study Programme: Soft Skills

  • Classical Soft-Skills, e.g.
  • Languages, Law, Economy [KoSI, Competence Center of

the University]

  • Scientific Soft Skills
  • Ethics (IZEW, University of Tübingen)
  • Ethical Foundations in Research
  • Evaluation of own Project
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Study Programme: Group Seminar

  • Regular Meeting, every 2-3 weeks
  • Informal exchange & presentations of research results
  • GRK members can/shall quote topics for the meeting
  • Open informal atmosphere for discussions
  • Rehearsals for presentations at conferences
  • Further elements of “intra-professional exchange”
  • Introduction of the web-based platform (Wiki) for

planning and information collection

  • Excursions
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Study Programme: Doctoral Seminar

  • Bi-yearly formal meeting – “Spring Presentations”

/ “Fall Presentations” with IPP and MOSES

  • Goal: Development/evolution of research plan
  • Determine individual goals
  • Presentation of latest results
  • “Fall Presentations” have “conference style”
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Thank you for your attention