Calibration method by image registration with synthetic image of 3D model

IEICE Transactions on Information and Systems Volume E86-D Issue 5 Page 981-985 published_at 2003
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Title ( eng )
Calibration method by image registration with synthetic image of 3D model
Creator
Yamamoto Masanobu
Source Title
IEICE Transactions on Information and Systems
Volume E86-D
Issue 5
Start Page 981
End Page 985
Abstract
We propose a method for camera calibration based on image registration. This method registers two images; one is a real image captured by a camera with a calibration object with known shape and texture, and the other is a synthetic image containing the object. The proposed method estimates the parameters of the rotation and translation of the object by using the depth imformation of the synthetic image. The Gauss-Newton method is used to minimize the residuals of intensities of the two images. The proposed method does not depend on initial values of the minimization, and is applicable to images with much noise. Experimental results using real images demonstrate the robustness against initial state and noise on the image.
Keywords
camera calibration
image registration
Gauss-Newton method
Tsai's method
z buffer
NDC
Electrical engineering [ 540 ]
Language
eng
Resource Type journal article
Publisher
IEICE
Date of Issued 2003
Rights
Copyright (c) 2003 IEICE Permission No. 07R130128
Publish Type Version of Record
Access Rights open access
Source Identifier
[NCID] AA10826272
[ISSN] 0916-8532
[URI] http://search.ieice.org/