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A comparison of new generic camera calibration with the standard parametric approach

Dunne, Aubrey K. and Mallon, John and Whelan, Paul F. (2007) A comparison of new generic camera calibration with the standard parametric approach. In: MVA2007 - IAPR Conference on Machine Vision Applications, 16-18 May 2007, Tokyo, Japan.

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Abstract

This paper deals with a recently proposed nonparametric approach to camera calibration, which is applicable to any type of sensor design. Currently, no relative quantitative performance data is available for this method. This paper addresses this issue, by providing a comprehensive evaluation with respect to the standard planar calibration technique in the literature. Experiments are conducted on simulated and real data, with the firm conclusion that the generic calibration method has the capability to outperform the standard parametric approach for imaging systems with significant distortion. The results provide important practical information for the vision community at large.

Item Type:Conference or Workshop Item (Paper)
Event Type:Conference
Refereed:Yes
Uncontrolled Keywords:camera calibration; sensor design; machine vision;
Subjects:Physical Sciences > Detectors
Computer Science > Image processing
DCU Faculties and Centres:Research Initiatives and Centres > Research Institute for Networks and Communications Engineering (RINCE)
Official URL:http://www.cvl.iis.u-tokyo.ac.jp/mva/mva2007/
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
ID Code:4637
Deposited On:02 Jul 2009 13:37 by DORAS Administrator. Last Modified 02 Jul 2009 13:37

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