Data simulation and testing of visual algorithms in synthetic environments for security sensor networks

Georg Hummel, Levente Kovács, Peter Stütz, T. Szirányi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Abstract

Current development of security sensor networks and their processing algorithms use pre-recorded or abstract data streams for testing, often missing important ground truth for validation. This paper proposes a simulation-based test bed, presenting an approach to use commercial off the shelf virtual reality environments to create adaptive simulations of sensors, data streams and scenarios for training and testing perceptive algorithms. An example using airborne visual multi object tracking is discussed and validated.

Original languageEnglish
Title of host publicationCommunications in Computer and Information Science
Pages212-215
Number of pages4
Volume318 CCIS
DOIs
Publication statusPublished - 2012
Event7th Future Security Research Conference 2012 - Bonn, Germany
Duration: Sep 4 2012Sep 6 2012

Publication series

NameCommunications in Computer and Information Science
Volume318 CCIS
ISSN (Print)18650929

Other

Other7th Future Security Research Conference 2012
CountryGermany
CityBonn
Period9/4/129/6/12

Fingerprint

Sensor networks
Testing
Virtual reality
Sensors
Processing

Keywords

  • computer vision
  • security networks
  • simulation
  • virtual reality

ASJC Scopus subject areas

  • Computer Science(all)

Cite this

Hummel, G., Kovács, L., Stütz, P., & Szirányi, T. (2012). Data simulation and testing of visual algorithms in synthetic environments for security sensor networks. In Communications in Computer and Information Science (Vol. 318 CCIS, pp. 212-215). (Communications in Computer and Information Science; Vol. 318 CCIS). https://doi.org/10.1007/978-3-642-33161-9_31

Data simulation and testing of visual algorithms in synthetic environments for security sensor networks. / Hummel, Georg; Kovács, Levente; Stütz, Peter; Szirányi, T.

Communications in Computer and Information Science. Vol. 318 CCIS 2012. p. 212-215 (Communications in Computer and Information Science; Vol. 318 CCIS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hummel, G, Kovács, L, Stütz, P & Szirányi, T 2012, Data simulation and testing of visual algorithms in synthetic environments for security sensor networks. in Communications in Computer and Information Science. vol. 318 CCIS, Communications in Computer and Information Science, vol. 318 CCIS, pp. 212-215, 7th Future Security Research Conference 2012, Bonn, Germany, 9/4/12. https://doi.org/10.1007/978-3-642-33161-9_31
Hummel G, Kovács L, Stütz P, Szirányi T. Data simulation and testing of visual algorithms in synthetic environments for security sensor networks. In Communications in Computer and Information Science. Vol. 318 CCIS. 2012. p. 212-215. (Communications in Computer and Information Science). https://doi.org/10.1007/978-3-642-33161-9_31
Hummel, Georg ; Kovács, Levente ; Stütz, Peter ; Szirányi, T. / Data simulation and testing of visual algorithms in synthetic environments for security sensor networks. Communications in Computer and Information Science. Vol. 318 CCIS 2012. pp. 212-215 (Communications in Computer and Information Science).
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