Computer Vision-Guided Virtual Craniofacial Surgery - Couverture rigide

Livre 19 sur 86: Advances in Computer Vision and Pattern Recognition

Chowdhury

 
9780857292957: Computer Vision-Guided Virtual Craniofacial Surgery

Synopsis

This unique text/reference discusses in depth the two integral components of reconstructive surgery; fracture detection, and reconstruction from broken bone fragments. In addition to supporting its application-oriented viewpoint with detailed coverage of theoretical issues, the work incorporates useful algorithms and relevant concepts from both graph theory and statistics. Topics and features: presents practical solutions for virtual craniofacial reconstruction and computer-aided fracture detection; discusses issues of image registration, object reconstruction, combinatorial pattern matching, and detection of salient points and regions in an image; investigates the concepts of maximum-weight graph matching, maximum-cardinality minimum-weight matching for a bipartite graph, determination of minimum cut in a flow network, and construction of automorphs of a cycle graph; examines the techniques of Markov random fields, hierarchical Bayesian restoration, Gibbs sampling, and Bayesian inference.

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Autres éditions populaires du même titre

9781447126454: Computer Vision-Guided Virtual Craniofacial Surgery: A Graph-Theoretic and Statistical Perspective

Edition présentée

ISBN 10 :  1447126459 ISBN 13 :  9781447126454
Editeur : Springer, 2013
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