A multi-objective parameter estimator for image mosaicing
Date
2005
Authors
Scoleri, T.
Chojnacki, W.
Brooks, M.
Editors
Bouzerdoum, A.
Beghdadi, A.
Beghdadi, A.
Advisors
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Conference paper
Citation
ISSPA 2005 : the 8th International Symposium on Signal Processing and Its Applications : proceedings : August 28-31, 2005, Sydney, Australia / [A. Bouzerdoum and A. Beghdadi (eds.)], vol. 2, pp. 551- 554
Statement of Responsibility
Conference Name
International Symposium on Signal Processing and Its Applications (8th : 2005 : Sydney, N.S.W.)
Abstract
We consider the image mosaicing task of estimating the homography that defines the transfer function between a pair of overlapping images. A novel homography estimator is proposed that is multi-objective in character in its dealing with a system of underlying equations. Experiments carried out with both synthetic and real images reveal the estimator to be commensurate in accuracy with the Gold Standard maximum likelihood estimator, but with the advantage of being considerably faster. © 2005 IEEE.
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© Copyright 2005 IEEE