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Proceedings Paper

The effects of camera jitter for background subtraction algorithms on fused infrared-visible video streams
Author(s): Stefan Becker; Norbert Scherer-Negenborn; Pooja Thakkar; Wolfgang Hübner; Michael Arens
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Paper Abstract

This paper is a continuation of the work of Becker et al.1 In their work, they analyzed the robustness of various background subtraction algorithms on fused video streams originating from visible and infrared cameras. In order to cover a broader range of background subtraction applications, we show the effects of fusing infrared-visible video streams from vibrating cameras on a large set of background subtraction algorithms. The effectiveness is quantitatively analyzed on recorded data of a typical outdoor sequence with a fine-grained and accurate annotation of the images. Thereby, we identify approaches which can benefit from fused sensor signals with camera jitter. Finally conclusions on what fusion strategies should be preferred under such conditions are given.

Paper Details

Date Published: 24 October 2016
PDF: 11 pages
Proc. SPIE 9995, Optics and Photonics for Counterterrorism, Crime Fighting, and Defence XII, 99950I (24 October 2016); doi: 10.1117/12.2239884
Show Author Affiliations
Stefan Becker, Fraunhofer Institute for Optronics, System Technologies, and Image Exploitation (Germany)
Norbert Scherer-Negenborn, Fraunhofer Institute for Optronics, System Technologies, and Image Exploitation (Germany)
Pooja Thakkar, Fraunhofer Institute for Optronics, System Technologies, and Image Exploitation (Germany)
Wolfgang Hübner, Fraunhofer Institute for Optronics, System Technologies, and Image Exploitation (Germany)
Michael Arens, Fraunhofer Institute for Optronics, System Technologies, and Image Exploitation (Germany)


Published in SPIE Proceedings Vol. 9995:
Optics and Photonics for Counterterrorism, Crime Fighting, and Defence XII
Douglas Burgess; Gari Owen; Henri Bouma; Felicity Carlysle-Davies; Robert James Stokes; Yitzhak Yitzhaky, Editor(s)

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