000			04769nam a22006135i 4500
001			978-1-4471-4075-7
003			DE-He213
005			20160615110825.0
007			cr nn 008mamaa
008			130531s2012 xxk| s |||| 0|eng d
020			_a9781447140757 _9978-1-4471-4075-7
024	7		_a10.1007/978-1-4471-4075-7 _2doi
049			_aAlfaisal Main Library
050		4	_aQA76.9.M35
072		7	_aUYAM _2bicssc
072		7	_aUFM _2bicssc
072		7	_aCOM018000 _2bisacsh
072		7	_aMAT003000 _2bisacsh
082	0	4	_a004.0151 _223
100	1		_aBærentzen, Jakob Andreas. _eauthor.
245	1	0	_aGuide to Computational Geometry Processing _h[electronic resource] : _bFoundations, Algorithms, and Methods / _cby Jakob Andreas Bærentzen, Jens Gravesen, François Anton, Henrik Aanæs.
264		1	_aLondon : _bSpringer London : _bImprint: Springer, _c2012.
300			_aXVIII, 326 p. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
505	0		_aPart I: Mathematical Preliminaries -- Vector Spaces, Affine Spaces, and Metric Spaces -- Differential Geometry -- Finite Difference Methods for Partial Differential Equations -- Part II: Computational Geometry Processing -- Polygonal Meshes -- Splines -- Subdivision -- Curvature in Triangle Meshes -- Mesh Smoothing and Variational Subdivision -- Parametrization of Meshes -- Simplifying and Optimizing Triangle Meshes -- Spatial Data Indexing and Point Location -- Convex Hulls -- Triangle Mesh Generation: Delaunay Triangulation -- 3D Surface Registration via Iterative Closest Point (ICP) -- Surface Reconstruction using Radial Basis Functions -- Volumetric Methods for Surface Reconstruction and Manipulation -- Isosurface Polygonization.
520			_aOptical scanning is rapidly becoming ubiquitous. From industrial laser scanners to medical CT, MR and 3D ultrasound scanners, numerous organizations now have easy access to optical acquisition devices that provide huge volumes of image data. However, the raw geometry data acquired must first be processed before it is useful. This Guide to Computational Geometry Processing reviews the algorithms for processing geometric data, with a practical focus on important techniques not covered by traditional courses on computer vision and computer graphics. This is balanced with an introduction to the theoretical and mathematical underpinnings of each technique, enabling the reader to not only implement a given method, but also to understand the ideas behind it, its limitations and its advantages. Topics and features: Presents an overview of the underlying mathematical theory, covering vector spaces, metric space, affine spaces, differential geometry, and finite difference methods for derivatives and differential equations Reviews geometry representations, including polygonal meshes, splines, and subdivision surfaces Examines techniques for computing curvature from polygonal meshes Describes algorithms for mesh smoothing, mesh parametrization, and mesh optimization and simplification Discusses point location databases and convex hulls of point sets Investigates the reconstruction of triangle meshes from point clouds, including methods for registration of point clouds and surface reconstruction Provides additional material at a supplementary website Includes self-study exercises throughout the text Graduate students will find this text a valuable, hands-on guide to developing key skills in geometry processing. The book will also serve as a useful reference for professionals wishing to improve their competency in this area.
650		0	_aComputer science.
650		0	_aComputer science _xMathematics.
650		0	_aArtificial intelligence.
650		0	_aComputer graphics.
650		0	_aImage processing.
650		0	_aComputer-aided engineering.
650	1	4	_aComputer Science.
650	2	4	_aMath Applications in Computer Science.
650	2	4	_aSymbolic and Algebraic Manipulation.
650	2	4	_aComputer Graphics.
650	2	4	_aArtificial Intelligence (incl. Robotics).
650	2	4	_aImage Processing and Computer Vision.
650	2	4	_aComputer-Aided Engineering (CAD, CAE) and Design.
655		7	_aElectronic books. _2local
700	1		_aGravesen, Jens. _eauthor.
700	1		_aAnton, François. _eauthor.
700	1		_aAanæs, Henrik. _eauthor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9781447140740
856	4	0	_uhttp://ezproxy.alfaisal.edu/login?url=http://dx.doi.org/10.1007/978-1-4471-4075-7
912			_aZDB-2-SCS
942			_2lcc _cEBOOKS
999			_c281831 _d281831