Computer Vision-Guided Virtual Craniofacial Surgery

丛 书 名：Advances in Computer Vision and Pattern Recognition

版本说明：1

作     者：Ananda S. Chowdhury Suchendra M. Bhandarkar 

I S B N：(纸本) 9780857292957;9781447126454 

出 版 社：Springer London 

出 版 年：1000年

页      数：XXVI, 166页

主 题 词：Pattern Recognition Imaging / Radiology 

摘      要：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.