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Demo: Demonstrating Autonomous Handover in Heterogeneous Multi-camera Systems

Published: 04 November 2014 Publication History

Abstract

We have developed a self-aware multi-camera multi-object tracking application for distributed heterogeneous smart camera networks. This application is able to track multiple persons through the network whereby the cameras are able to transfer the tracking responsibility between each other in a self-organizing manner without any central control. This application runs on top of a fully distributed middleware, designed for extensibility and robustness as well as heterogeneous hardware and network technologies. Our demonstrator has been deployed in a laboratory environment consisting of different hardware platforms and network technologies.

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H. Aghajan and A. Cavallaro. Multi-camera networks: principles and applications. Academic press, 2009.
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D. Comaniciu, V. Ramesh, and P. Meer. Kernel-based object tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence, 25(5):564--577, May 2003.
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B. Dieber, J. Simonjan, L. Esterle, G. Nebehay, R. Pflugfelder, G. Fernandez, and B. Rinner. Ella: Middleware for Multi-camera Surveillance in Heterogeneous Visual Sensor Networks. In Proceedings of the Seventh ACM/IEEE International Conference on Distributed Smart Cameras, Palm Springs, USA, 2013.
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L. Esterle, P. R. Lewis, X. Yao, and B. Rinner. Socio-economic vision graph generation and handover in distributed smart camera networks. ACM Transactions on Sensor Networks, 10(2), 2014.
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M. Reisslein, B. Rinner, and A. Roy-Chowdhury. Smart camera networks {guest editors' introduction}. Computer, 47(5):23--25, 2014.
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B. Rinner, T. Winkler, W. Schriebl, M. Quaritsch, and W. Wolf. The evolution from single to pervasive smart cameras. In Proceedings of the second ACM/IEEE International Conference on Distributed Smart Cameras 2008. ICDSC 2008., pages 1--10, 2008.

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Published In

cover image ACM Conferences
ICDSC '14: Proceedings of the International Conference on Distributed Smart Cameras
November 2014
286 pages
ISBN:9781450329255
DOI:10.1145/2659021
  • General Chair:
  • Andrea Prati,
  • Publications Chair:
  • Niki Martinel
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 04 November 2014

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Author Tags

  1. Smart camera networks
  2. distributed systems
  3. heterogeneity
  4. multi-camera tracking
  5. self-organisation

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  • Refereed limited

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ICDSC '14
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ICDSC '14 Paper Acceptance Rate 49 of 69 submissions, 71%;
Overall Acceptance Rate 92 of 117 submissions, 79%

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