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Numerical Geometry of Images

2012-09-07 Computers
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Release : 2012-09-07
Genre : Computers
Kind : eBook
Book Rating : 375/5 ( reviews)

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Book Synopsis Numerical Geometry of Images by : Ron Kimmel

Download or read book Numerical Geometry of Images written by Ron Kimmel. This book was released on 2012-09-07. Available in PDF, EPUB and Kindle. Book excerpt: Numerical Geometry of Images examines computational methods and algorithms in image processing. It explores applications like shape from shading, color-image enhancement and segmentation, edge integration, offset curve computation, symmetry axis computation, path planning, minimal geodesic computation, and invariant signature calculation. In addition, it describes and utilizes tools from mathematical morphology, differential geometry, numerical analysis, and calculus of variations. Graduate students, professionals, and researchers with interests in computational geometry, image processing, computer graphics, and algorithms will find this new text / reference an indispensable source of insight of instruction.

Numerical Geometry of Non-Rigid Shapes

2008-09-18 Computers
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Release : 2008-09-18
Genre : Computers
Kind : eBook
Book Rating : 019/5 ( reviews)

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Book Synopsis Numerical Geometry of Non-Rigid Shapes by : Alexander M. Bronstein

Download or read book Numerical Geometry of Non-Rigid Shapes written by Alexander M. Bronstein. This book was released on 2008-09-18. Available in PDF, EPUB and Kindle. Book excerpt: Deformable objects are ubiquitous in the world surrounding us, on all levels from micro to macro. The need to study such shapes and model their behavior arises in a wide spectrum of applications, ranging from medicine to security. In recent years, non-rigid shapes have attracted growing interest, which has led to rapid development of the field, where state-of-the-art results from very different sciences - theoretical and numerical geometry, optimization, linear algebra, graph theory, machine learning and computer graphics, to mention several - are applied to find solutions. This book gives an overview of the current state of science in analysis and synthesis of non-rigid shapes. Everyday examples are used to explain concepts and to illustrate different techniques. The presentation unfolds systematically and numerous figures enrich the engaging exposition. Practice problems follow at the end of each chapter, with detailed solutions to selected problems in the appendix. A gallery of colored images enhances the text. This book will be of interest to graduate students, researchers and professionals in different fields of mathematics, computer science and engineering. It may be used for courses in computer vision, numerical geometry and geometric modeling and computer graphics or for self-study.

Numerical Algorithms

2015-06-24 Computers
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Release : 2015-06-24
Genre : Computers
Kind : eBook
Book Rating : 892/5 ( reviews)

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Book Synopsis Numerical Algorithms by : Justin Solomon

Download or read book Numerical Algorithms written by Justin Solomon. This book was released on 2015-06-24. Available in PDF, EPUB and Kindle. Book excerpt: Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics presents a new approach to numerical analysis for modern computer scientists. Using examples from a broad base of computational tasks, including data processing, computational photography, and animation, the textbook introduces numerical modeling and algorithmic desig

Numerical Methods for Image Registration

2004 Computers
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Release : 2004
Genre : Computers
Kind : eBook
Book Rating : 418/5 ( reviews)

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Book Synopsis Numerical Methods for Image Registration by : Jan Modersitzki

Download or read book Numerical Methods for Image Registration written by Jan Modersitzki. This book was released on 2004. Available in PDF, EPUB and Kindle. Book excerpt: This text provides an introduction to image registration with particular emphasis on numerical methods in medical imaging. Designed for researchers in industry and academia, it should also be a suitable study guide for graduate mathematicians, computer scientists and medical physicists.

Geometric Modeling and Mesh Generation from Scanned Images

2016-04-06 Computers
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Release : 2016-04-06
Genre : Computers
Kind : eBook
Book Rating : 770/5 ( reviews)

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Book Synopsis Geometric Modeling and Mesh Generation from Scanned Images by : Yongjie Jessica Zhang

Download or read book Geometric Modeling and Mesh Generation from Scanned Images written by Yongjie Jessica Zhang. This book was released on 2016-04-06. Available in PDF, EPUB and Kindle. Book excerpt: Cutting-Edge Techniques to Better Analyze and Predict Complex Physical Phenomena Geometric Modeling and Mesh Generation from Scanned Images shows how to integrate image processing, geometric modeling, and mesh generation with the finite element method (FEM) to solve problems in computational biology, medicine, materials science, and engineering. Based on the author’s recent research and course at Carnegie Mellon University, the text explains the fundamentals of medical imaging, image processing, computational geometry, mesh generation, visualization, and finite element analysis. It also explores novel and advanced applications in computational biology, medicine, materials science, and other engineering areas. One of the first to cover this emerging interdisciplinary field, the book addresses biomedical/material imaging, image processing, geometric modeling and visualization, FEM, and biomedical and engineering applications. It introduces image-mesh-simulation pipelines, reviews numerical methods used in various modules of the pipelines, and discusses several scanning techniques, including ones to probe polycrystalline materials. The book next presents the fundamentals of geometric modeling and computer graphics, geometric objects and transformations, and curves and surfaces as well as two isocontouring methods: marching cubes and dual contouring. It then describes various triangular/tetrahedral and quadrilateral/hexahedral mesh generation techniques. The book also discusses volumetric T-spline modeling for isogeometric analysis (IGA) and introduces some new developments of FEM in recent years with applications.

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