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The Sum of minimal distances as a useful distance measure for image registration
Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Centre for Image Analysis. Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Department of Information Technology, Computerized Image Analysis.
Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Centre for Image Analysis. Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Department of Information Technology, Computerized Image Analysis.
Centre for Mathematics and Statistics, Faculty of Technical Sciences, University of Novi Sad, Serbia.
2010 (English)In: Proceedings SSBA 2010 / [ed] Cris Luengo and Milan Gavrilovic, Uppsala: Centre for Image Analysis , 2010, 55-58 p.Conference paper, Published paper (Other academic)
Abstract [en]

In this paper we study set distances which are used in image registration related problems. We introduced a new distance as a Sum of minimal distances with added linear weights. Linear weights are added in a way to reduce the impact of single outliers. An evaluation of observed distances with respect to applicability to image object registration is performed. A comparative study of set distances with respect to noise sensitivity as well as with respect to translation and rotation of objects in image is presented. Based on our experiments on synthetic images containing various types of noise, we determine that the proposed weighted sum of minimal distances has a good performances for object registration.

Place, publisher, year, edition, pages
Uppsala: Centre for Image Analysis , 2010. 55-58 p.
National Category
Computer Vision and Robotics (Autonomous Systems)
Research subject
Computerized Image Processing
Identifiers
URN: urn:nbn:se:uu:diva-141068OAI: oai:DiVA.org:uu-141068DiVA: diva2:384938
Conference
Symposium on Image Analysis
Available from: 2011-01-10 Created: 2011-01-10 Last updated: 2011-01-13Bibliographically approved

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Curic, Vladimir

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