An embedded low power high efficient object tracker for surveillance systems

Research output: Chapter in Book/Report/Conference proceedingPaper in conference proceeding

Abstract

This paper introduces a real-time surveillance application for object tracking with capablilities of functioning on 25 f/s mode, implemented in a high efficient, high performance and low power smart camera WiCa (Wireless Camera) developed by NXP Research. The proposed application deals with the problem of constantly changing environments as light change, swaying branches, rain and noise introduced by the camera with techniques of robust background modeling. This article also proposes a method to detect objects merging into the background model named .Forgetting Foreground. Technique and also a new method called .multi-directional image mapping used for object labeling and segmentation.

Details

Authors
  • Isael Diaz
  • Marc Heijligers
  • Richard Kleihors
  • Alexander Danilin
Organisations
Research areas and keywords

Subject classification (UKÄ) – MANDATORY

  • Electrical Engineering, Electronic Engineering, Information Engineering

Keywords

  • Forgetting Foreground., Multidirectional Image mapping, Embedded, Object Tracking, Smart Camera
Original languageEnglish
Title of host publicationFirst ACM/IEEE International Conference on Distributed Smart Cameras, 2007. ICDSC '07.
Pages372-378
Number of pages7
Publication statusPublished - 2007
Publication categoryResearch
Peer-reviewedYes

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