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PhD Forum: Dynamic Camera Positioning and Reconfiguration for Multi Camera Networks

Published: 04 November 2014 Publication History

Abstract

The main objective of this paper is to present a generalized framework for automatic positioning and reconfiguration of the camera parameters in order to obtain maximum efficiency in a multi camera network. The proposed framework initially addresses the problem of camera positioning and configuration using a virtual 3D model of the environment, including light modeling as well as the deployment of the cameras. It then utilizes the same setup to address reconfiguration issues that may arise due to changes in the environment. In order to address dynamic task-specific real time reconfiguration, the algorithm relies on a quantitative and qualitative approach exploiting the information provided directly from the camera stream in the compressed domain. There is also a provision for addressing user specific requirements and restrictions at all stages.

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A. Mittal and L.S. Davis, "A general method for sensor planning in multi-sensor systems: Extension to random occlusion," International Journal of Computer Vision, vol. 76, no. 1, pp. 31--52, 2008.
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U.M. Erdem and S. Sclaroff, "Automated camera layout to satisfy task-specific and floor plan-specific coverage requirements," Computer Vision and Image Understanding, vol. 103, no. 3, pp. 156--169, 2006.
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J. Robinson and Y. Rahmat-Samii, "Particle swarm optimization in electromagnetics," IEEE Trans. on Antennas and Propagation, vol. 52, pp. 397--407, Feb 2004.
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Persistence of Vision Pty. Ltd., "Persistence of vision (tm) raytracer," 2004.

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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 ACM 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

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Publication History

Published: 04 November 2014

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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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