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_a10.1007/978-3-031-79558-9 _2doi |
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100 | 1 |
_aBiasotti, Silvia. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _981956 |
|
245 | 1 | 0 |
_aMathematical Tools for Shape Analysis and Description _h[electronic resource] / _cby Silvia Biasotti, Bianca Falcidieno, Daniela Giorgi, Michela Spagnuolo. |
250 | _a1st ed. 2014. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2014. |
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300 |
_aXIV, 124 p. _bonline resource. |
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_atext _btxt _2rdacontent |
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_acomputer _bc _2rdamedia |
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_aonline resource _bcr _2rdacarrier |
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490 | 1 |
_aSynthesis Lectures on Computer Graphics and Animation, _x1933-9003 |
|
505 | 0 | _aAcknowledgments -- Figure Credits -- About this Book -- 3D Shape Analysis in a Nutshell -- Geometry, Topology, and Shape Representation -- Differential Geometry and Shape Analysis -- Spectral Methods for Shape Analysis -- Maps and Distances between Spaces -- Algebraic Topology and Topology Invariants -- Differential Topology and Shape Analysis -- Reeb Graphs -- Morse and Morse-Smale Complexes -- Topological Persistence -- Beyond Geometry and Topology -- Resources -- Bibliography -- Authors' Biographies . | |
520 | _aThis book is a guide for researchers and practitioners to the new frontiers of 3D shape analysis and the complex mathematical tools most methods rely on. The target reader includes students, researchers and professionals with an undergraduate mathematics background, who wish to understand the mathematics behind shape analysis. The authors begin with a quick review of basic concepts in geometry, topology, differential geometry, and proceed to advanced notions of algebraic topology, always keeping an eye on the application of the theory, through examples of shape analysis methods such as 3D segmentation, correspondence, and retrieval. A number of research solutions in the field come from advances in pure and applied mathematics, as well as from the re-reading of classical theories and their adaptation to the discrete setting. In a world where disciplines (fortunately) have blurred boundaries, the authors believe that this guide will help to bridge the distance between theory and practice. Table of Contents: Acknowledgments / Figure Credits / About this Book / 3D Shape Analysis in a Nutshell / Geometry, Topology, and Shape Representation / Differential Geometry and Shape Analysis / Spectral Methods for Shape Analysis / Maps and Distances between Spaces / Algebraic Topology and Topology Invariants / Differential Topology and Shape Analysis / Reeb Graphs / Morse and Morse-Smale Complexes / Topological Persistence / Beyond Geometry and Topology / Resources / Bibliography / Authors' Biographies. | ||
650 | 0 |
_aMathematics. _911584 |
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650 | 0 |
_aImage processing _xDigital techniques. _94145 |
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650 | 0 |
_aComputer vision. _981957 |
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650 | 1 | 4 |
_aMathematics. _911584 |
650 | 2 | 4 |
_aComputer Imaging, Vision, Pattern Recognition and Graphics. _931569 |
700 | 1 |
_aFalcidieno, Bianca. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _981958 |
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700 | 1 |
_aGiorgi, Daniela. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _981959 |
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700 | 1 |
_aSpagnuolo, Michela. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _981960 |
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_aSpringerLink (Online service) _981961 |
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_iPrinted edition: _z9783031795572 |
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_iPrinted edition: _z9783031795596 |
830 | 0 |
_aSynthesis Lectures on Computer Graphics and Animation, _x1933-9003 _981962 |
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