DocumentCode
2817980
Title
Extended whole mesh deformation model: Full 3D processing
Author
Lenkiewicz, Przemyslaw ; Pereira, Manuela ; Freire, Mário M. ; Fernandes, José
Author_Institution
Dept. of Comput. Sci., Univ. of Beira Interior, Covilhã, Portugal
fYear
2011
fDate
11-14 Sept. 2011
Firstpage
1601
Lastpage
1604
Abstract
Processing medical data has always been an interesting field that has shown the need for effective image segmentation methods. Modern medical image segmentation solutions are focused on 3D image volumes, which originate at advanced acquisition devices. Operating on such data in a 3D environment is essential in order to take the full advantage of the available information. In this paper we present an extended version of our 3D image segmentation and reconstruction model that belongs to the family of Deformable Models and is capable of processing large image volumes in competitive times and in fully 3D environment, offering a big level of automation of the process and a high precision of results. It is also capable of handling topology changes and offers a very good scalability on multi-processing unit architectures. We present a description of the model and show its capabilities in the field of medical image processing.
Keywords
data acquisition; image reconstruction; image segmentation; medical image processing; multiprocessing systems; solid modelling; 3D image reconstruction; 3D processing; acquisition devices; medical data processing; medical image processing; medical image segmentation; mesh deformation model; multiprocessing unit architectures; Conferences; Image edge detection; Image segmentation; Medical diagnostic imaging; Solid modeling; Three dimensional displays;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2011 18th IEEE International Conference on
Conference_Location
Brussels
ISSN
1522-4880
Print_ISBN
978-1-4577-1304-0
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2011.6115756
Filename
6115756
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