TU Darmstadt / ULB / TUbiblio

Verification of Single-Person Access in a Mantrap Portal Using RGB-D Images

Siegmund, Dirk and Wainakh, Aidmar and Braun, Andreas (2016):
Verification of Single-Person Access in a Mantrap Portal Using RGB-D Images.
In: XII Workshop de Visão Computacional. Proceedings, Campo Grande, Mato Grosso Do Sul, Brazil, November 9-11 2016​, [Conference or Workshop Item]

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.

Item Type: Conference or Workshop Item
Erschienen: 2016
Creators: Siegmund, Dirk and Wainakh, Aidmar and Braun, Andreas
Title: Verification of Single-Person Access in a Mantrap Portal Using RGB-D Images
Language: English
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.

Uncontrolled Keywords: Guiding Theme: Smart City, Guiding Theme: Visual Computing as a Service, Research Area: Computer vision (CV), Research Area: Human computer interaction (HCI), People detection, Scene analysis, Optical flow, 3D Computer vision, CRISP
Divisions: 20 Department of Computer Science
20 Department of Computer Science > Mathematical and Applied Visual Computing
Event Title: XII Workshop de Visão Computacional. Proceedings
Event Location: Campo Grande, Mato Grosso Do Sul, Brazil
Event Dates: November 9-11 2016​
Date Deposited: 07 May 2019 08:45
Export:

Optionen (nur für Redakteure)

View Item View Item