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Computer vision guided virtual craniofacial reconstruction

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dc.contributor.author Bhandarkar, SM en
dc.contributor.author Chowdhury, AS en
dc.contributor.author Tang, Y en
dc.contributor.author Yu, JC en
dc.contributor.author Tollner, EW en
dc.date.accessioned 2014-06-06T06:47:21Z
dc.date.available 2014-06-06T06:47:21Z
dc.date.issued 2007 en
dc.identifier.issn 08956111 en
dc.identifier.uri http://dx.doi.org/10.1016/j.compmedimag.2007.03.003 en
dc.identifier.uri http://62.217.125.90/xmlui/handle/123456789/3539
dc.subject Bipartite graph matching en
dc.subject Computed tomography en
dc.subject DARCES en
dc.subject ICP en
dc.subject.other Bipartite graph matching en
dc.subject.other Rigid surface registration en
dc.subject.other Surface matching en
dc.subject.other Virtual craniofacial reconstruction en
dc.subject.other Algorithms en
dc.subject.other Computerized tomography en
dc.subject.other Data structures en
dc.subject.other Image reconstruction en
dc.subject.other Image registration en
dc.subject.other Implants (surgical) en
dc.subject.other Medical computing en
dc.subject.other Pattern matching en
dc.subject.other Computer vision en
dc.subject.other accuracy en
dc.subject.other algorithm en
dc.subject.other article en
dc.subject.other bone en
dc.subject.other computer aided design en
dc.subject.other computer assisted tomography en
dc.subject.other craniofacial surgery en
dc.subject.other data aligned rigidity constrained exhaustive search en
dc.subject.other fracture en
dc.subject.other image processing en
dc.subject.other iterative closest point en
dc.subject.other mandible fracture en
dc.subject.other mandible reconstruction en
dc.subject.other plastic surgery en
dc.subject.other preoperative evaluation en
dc.subject.other priority journal en
dc.subject.other surgeon en
dc.subject.other technique en
dc.subject.other Algorithms en
dc.subject.other Artificial Intelligence en
dc.subject.other Computer Simulation en
dc.subject.other Craniocerebral Trauma en
dc.subject.other Humans en
dc.subject.other Imaging, Three-Dimensional en
dc.subject.other Mandibular Fractures en
dc.subject.other Models, Biological en
dc.subject.other Pattern Recognition, Automated en
dc.subject.other Radiographic Image Enhancement en
dc.subject.other Radiographic Image Interpretation, Computer-Assisted en
dc.subject.other Reconstructive Surgical Procedures en
dc.subject.other Reproducibility of Results en
dc.subject.other Sensitivity and Specificity en
dc.subject.other Surgery, Computer-Assisted en
dc.subject.other Tomography, X-Ray Computed en
dc.subject.other User-Computer Interface en
dc.title Computer vision guided virtual craniofacial reconstruction en
heal.type journalArticle en
heal.identifier.primary 10.1016/j.compmedimag.2007.03.003 en
heal.publicationDate 2007 en
heal.abstract The problem of virtual craniofacial reconstruction from a sequence of computed tomography (CT) images is addressed and is modeled as a rigid surface registration problem. Two different classes of surface matching algorithms, namely the data aligned rigidity constrained exhaustive search (DARCES) algorithm and the iterative closest point (ICP) algorithm are first used in isolation. Since the human bone can be reasonably approximated as a rigid body, 3D rigid surface registration techniques such as the DARCES and ICP algorithms are deemed to be well suited for the purpose of aligning the fractured bone fragments. A synergistic combination of these two algorithms, termed as the hybrid DARCES-ICP algorithm, is proposed. The hybrid algorithm is shown to result in a more accurate mandibular reconstruction when compared to the individual algorithms used in isolation. The proposed scheme for virtual reconstructive surgery would prove to be of tremendous benefit to the operating surgeons as it would allow them to pre-visualize the reconstructed mandible (i.e., the end-product of their work), before performing the actual surgical procedure. Experimental results on both phantom and real (human) patient datasets are presented. © 2007 Elsevier Ltd. All rights reserved. en
heal.journalName Computerized Medical Imaging and Graphics en
dc.identifier.issue 6 en
dc.identifier.volume 31 en
dc.identifier.doi 10.1016/j.compmedimag.2007.03.003 en
dc.identifier.spage 418 en
dc.identifier.epage 427 en


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