Skeletonization Books

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Skeletonization


Skeletonization
  • Author : Punam K Saha
  • Publisher : Academic Press
  • Release : 2017-06-06
  • ISBN : 9780081012925
  • Language : En, Es, Fr & De
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Skeletonization: Theory, Methods and Applications is a comprehensive reference on skeletonization, written by the world’s leading researchers in the field. The book presents theory, methods, algorithms and their evaluation, together with applications. Skeletonization is used in many image processing and computer vision applications such as shape recognition and analysis, shape decomposition and character recognition, as well as medical imaging for pulmonary, cardiac, mammographic applications. Part I includes theories and methods unique to skeletonization. Part II includes novel applications including skeleton-based characterization of human trabecular bone micro-architecture, image registration and correspondence establishment in anatomical structures, skeleton-based fast, fully automated generation of vessel tree structure for clinical evaluation of blood vessel systems. Offers a complete picture of skeletonization and its application to image processing, computer vision, pattern recognition and biomedical engineering Provides an in-depth presentation on various topics of skeletonization, including principles, theory, methods, algorithms, evaluation and real-life applications Discusses distance-analysis, geometry, topology, scale and symmetry-analysis in the context of object understanding and analysis using medial axis and skeletonization

Skeletonization


Skeletonization
  • Author : Esat Levent Gürsöz
  • Publisher :
  • Release : 1991
  • ISBN : OCLC:245927373
  • Language : En, Es, Fr & De
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Abstract: "This report describes preliminary work in the automatic generation of the Medial Axis Transform from discretized objects. The method is similar in spirit to grassfire algorithms described by various authors in the past 20 years in the 2D domain. However, the ideas presented here work in both 2D and 3D, and appear to be easily extensible to n-dimensions. The algorithm presented here is also a significant improvement over previous grassfire algorithms in that it directly yields a skeleton of lower dimensionality than the initial model."

Skeletonization a Technique for Trimming the Fat from a Network Via Relevance Assessment


Skeletonization  a Technique for Trimming the Fat from a Network Via Relevance Assessment
  • Author : University of Colorado. Dept. of Computer Science
  • Publisher :
  • Release : 1989
  • ISBN : OCLC:21814471
  • Language : En, Es, Fr & De
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This skeletonization technique can be used to simplify networks by eliminating units that convey redundant information; to improve learning performance by first learning with spare hidden units and then trimming the unnecessary ones away, thereby constraining generalization; and to understand the behaviour of networks in terms of minimal rules."

Progress in Pattern Recognition Image Analysis and Applications


Progress in Pattern Recognition  Image Analysis and Applications
  • Author : José Francisco Martínez-Trinidad
  • Publisher : Springer Science & Business Media
  • Release : 2006-10-12
  • ISBN : 9783540465560
  • Language : En, Es, Fr & De
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This book constitutes the refereed proceedings of the 11th Iberoamerican Congress on Pattern Recognition, CIARP 2006, held in Cancun, Mexico in November 2006. The 99 revised full papers presented together with three keynote articles were carefully reviewed and selected from 239 submissions. The papers cover ongoing research and mathematical methods.

Optica Acta


Optica Acta
  • Author :
  • Publisher :
  • Release : 1976
  • ISBN : UOM:39015017831390
  • Language : En, Es, Fr & De
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