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Suchendra M. Bhandarkar, Ananda S. Chowdhury (Beteiligte)

Computer Vision-Guided Virtual Craniofacial Surgery


A Graph-Theoretic and Statistical Perspective
Repr. d. Ausg. v. 2011. 2013. xxvi, 166 S. XXVI, 166 p. 235 mm
Verlag/Jahr: SPRINGER, BERLIN 2013
ISBN: 1-447-12645-9 (1447126459)
Neue ISBN: 978-1-447-12645-4 (9781447126454)

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This unique text/reference discusses in depth the two integral components of reconstructive surgery; fracture detection, and reconstruction from broken bone fragments. It incorporates useful algorithms and relevant concepts from graph theory and statistics.
Part I: Overview and Foundations
Introduction
Graph-Theoretic Foundations
A Statistical Primer
Part II: Virtual Craniofacial Reconstruction
Virtual Single-fracture Mandibular Reconstruction
Virtual Multiple-fracture Mandibular Reconstruction
Part III: Computer-aided Fracture Detection
Fracture Detection using Bayesian Inference
Fracture Detection in an MRF-based Hierarchical Bayesian Framework
Fracture Detection using Max-Flow Min-Cut
Part IV: Concluding Remarks
GUI Design and Research Synopsis
From the reviews:
"The goal of the research is to apply image processing techniques for the construction of a virtual human jaw. ... The monograph presents the underlying computational mathematics and algorithms and the results of the corresponding experiments. ... Readers with a normal understanding of the human anatomy can understand the book. ... It can be used as a textbook in graduate or higher-level image processing courses." (Maulik A. Dave, ACM Computing Reviews, April, 2012)