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Improved Quantifica...
Improved Quantification of Bone Remodelling by Utilizing Fuzzy Based Segmentation
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- Lindblad, Joakim, 1973- (författare)
- Swedish University of Agricultural Sciences,Sveriges lantbruksuniversitet,Uppsala universitet,Centrum för bildanalys,Datoriserad bildanalys,,Centre for Image Analysis
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Sladoje, Natasa (författare)
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- Curic, Vladimir, 1981- (författare)
- Uppsala universitet,Centrum för bildanalys
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- Sarve, Hamid, 1981- (författare)
- Swedish University of Agricultural Sciences,Sveriges lantbruksuniversitet,Uppsala universitet,Centrum för bildanalys,Centre for Image Analysis
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- Johansson, Carina B., 1955- (författare)
- Örebro universitet,Hälsoakademin,MedTek
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- Borgefors, Gunilla (författare)
- Swedish University of Agricultural Sciences,Sveriges lantbruksuniversitet,Uppsala universitet,Centrum för bildanalys,Centre for Image Analysis
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(creator_code:org_t)
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- ISBN 9783642022296
- Berlin : Springer Verlag, 2009
- 2009
- Engelska.
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Ingår i: Image Analysis. - Berlin : Springer Verlag. - 9783642022296 ; 5575, s. 750-759
- Relaterad länk:
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https://link.springe...
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https://urn.kb.se/re...
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https://doi.org/10.1...
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https://urn.kb.se/re...
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https://res.slu.se/i...
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Innehållsförteckning
Abstract
Ämnesord
Stäng
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- We present a novel fuzzy theory based method for the segmentation of images required in histomorphometrical investigations of bone implant integration. The suggested method combines discriminant analysis classification controlled by an introduced uncertainty measure, and fuzzy connectedness segmentation method, so that the former is used for automatic seeding of the later. A thorough evaluation of the proposed segmentation method is performed. Comparison with previously published automatically obtained measurements, as well as with manually obtained ones, is presented. The proposed method improves the segmentation and, consequently, the accuracy of the automatic measurements, while keeping advantages with respect to the manual ones, by being fast, repeatable, and objective.
Ämnesord
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datorseende och robotik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Vision and Robotics (hsv//eng)
- MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Odontologi (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Dentistry (hsv//eng)
Nyckelord
- Image analysis
- Bildanalys
- Datoriserad bildanalys
- Computerized Image Analysis
- Biomaterials
- Medicin
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
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