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On set distances an...
On set distances and their application to image registration
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- Lindblad, Joakim (författare)
- Swedish University of Agricultural Sciences,Sveriges lantbruksuniversitet,Uppsala universitet,Centrum för bildanalys,Datoriserad bildanalys,Mathematical Institute, Serbian Academy of Sciences and Arts, Belgrade, Serbia,,Centre for Image Analysis
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- Curic, Vladimir, 1981- (författare)
- Uppsala universitet,Centrum för bildanalys
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- Sladoje, Natasa (författare)
- Uppsala universitet,Centrum för bildanalys,Datoriserad bildanalys,Faculty of Technical Sciences, University of Novi Sad
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(creator_code:org_t)
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- ISBN 9789531841351
- Salzburg, Austria : IEEE, 2009
- 2009
- Engelska.
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Ingår i: Proc. 6th International Symposium on Image and Signal Processing and Analysis. - Salzburg, Austria : IEEE. - 9789531841351 ; , s. 449-454
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https://doi.org/10.1...
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Abstract
Ämnesord
Stäng
- In this paper we study set distances that are used in image processing. We propose a generalization of Sum of minimal distances and show that its special cases include a metric by Symmetric difference. The Hausdorff metric and the Chamfer matching distances are also closely related with the presented framework. In addition, we define the Complement set distance of a given distance. We evaluate the observed distance with respect to applicability to image object registration. We perform comparative evaluations with respect to noise sensitivity, as well as with respect to rigid body transformations. We conclude that the family of Generalized sum of minimal distances has many desirable properties for this application.
Ämnesord
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datorseende och robotik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Vision and Robotics (hsv//eng)
Nyckelord
- Image analysis
- Bildanalys
- Computerized Image Analysis
- Datoriserad bildanalys
- Computerized Image Processing
- Datoriserad bildbehandling
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
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