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  4. Verification of single-person access in a mantrap portal using RGB-D images
 
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2016
Conference Paper
Title

Verification of single-person access in a mantrap portal using RGB-D images

Abstract
Automatic entrance systems are increasingly gaining importance to guarantee security in e.g. critical infrastructure. A pipeline is presented which verifies that only a single, authorized subject can enter a secured area. Verification scenarios are carried out by using a set of RGB-D images. Features, invariant to rotation and pose are used and classified by different metrics to be applied in real-time. The performance was evaluated by using scenarios in which the system was attacked by a second subject. The results show that the presented approach outerperforms competitive methods. It concludes with a summary of strengths and weaknesses and gives an outlook for future work.
Author(s)
Siegmund, Dirk
Fraunhofer-Institut für Graphische Datenverarbeitung IGD  
Wainakh, Aidmar
Fraunhofer-Institut für Graphische Datenverarbeitung IGD  
Braun, Andreas
Fraunhofer-Institut für Graphische Datenverarbeitung IGD  
Mainwork
XII Workshop de Visão Computacional, WVC 2016. Proceedings  
Conference
Workshop de Visão Computacional (WVC) 2016  
Link
Link
Language
English
Fraunhofer-Institut für Graphische Datenverarbeitung IGD  
Keyword(s)
  • people detection

  • scene analysis

  • optical flow

  • 3D computer vision

  • Lead Topic: Smart City

  • Lead Topic: Visual Computing as a Service

  • Research Line: Computer vision (CV)

  • Research Line: Human computer interaction (HCI)

  • CRISP

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