Applications of Discrete Geometry and Mathematical Morphology

This book constitutes the refereed proceedings of the first Workshop on Applications of Discrete Geometry and Mathematical Morphology, WADGMM 2010, held at the International Conference on Pattern Recognition in Istanbul, Turkey, in August 2010. The 11 revised full papers presented were carefully reviewed and selected from 25 submissions. The book was specifically designed to promote interchange and collaboration between experts in discrete geometry/mathematical morphology and potential users of these methods from other fields of image analysis and pattern recognition.

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Inhalt

Connect the Dots: The Reconstruction of Region Boundaries fromContour Sampling Points.-Digital Shape Analysis with Maximal Segments.-Discrete Curvature Estimation Methods for Triangulated Surfaces.-On Morphological Hierarchical Representations for Image Processing and Spatial Data Clustering.-Radial Moment Invariants for Attribute Filtering in 3D.-Volumetric Analysis of Digital Objects Using Distance Transformation: Performance Issues and Extensions.-Geometric Analysis of 3D Electron Microscopy Data.-Machine Learning as a Preprocessing Phase in Discrete Tomography.-Fast Planarity Estimation and Region Growing on GPU.-Writing Reusable Digital Topology Algorithms in a Generic ImageProcessing Framework.-A New Image-Mining Technique for Automation of Parkinson's DiseaseResearch.