Computer Vision-Guided Virtual Craniofacial Surgery

Kirjan Computer Vision-Guided Virtual Craniofacial Surgery (2011) on kirjoittanut Ananda S. Chowdhury. Kirjan kieli on englanti, ja sen on kustantanut Springer London Ltd. Kirja on laajuudeltaan 166 sivua ja se on sidottu.

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.