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Statistics and Analysis of Shapes

Gebonden Engels 2006 2006e druk 9780817643768
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Samenvatting

The subject of pattern analysis and recognition pervades many aspects of our daily lives, including user authentication in banking, object retrieval from databases in the consumer sector, and the omnipresent surveillance and security measures around sensitive areas. Shape analysis, a fundamental building block in many approaches to these applications, is also used in statistics, biomedical applications (Magnetic Resonance Imaging), and many other related disciplines.

With contributions from some of the leading experts and pioneers in the field, this self-contained, unified volume is the first comprehensive treatment of theory, methods, and algorithms available in a single resource. Developments are discussed from a rapidly increasing number of research papers in diverse fields, including the mathematical and physical sciences, engineering, and medicine.

Specificaties

ISBN13:9780817643768
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:396
Druk:2006

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Inhoudsopgave

Introduction S. Bouix, K. Siddiqi, A. Tannenbaum, and S.W. Zucker: Medial Axis Computation and Evolution P.T. Fletcher, S.M. Pizer, adn S.C. Joshi: Shape Variation of Medial Axis Representations via Principal Geodesic Analysis of Symmetric Spaces S.H. Balloch and H. Krim: 2D Shape Modeling Using Skeletal Graphs in a Morse Theoretic Framework S. Belongie, G. Mori, and J. Malik: Matching with Shape Contexts P. Musé, F. Sur, F. Cao, Y. Gousseau, and J.-M. Morel: Shape Recognition Based on a Contrario Methodology S. Manay, D. Cremers, B.-W. Hong, A. Yezzi, Jr., and S. Soatto: Integral Invariants and Shape Matching N. Paragios, M. Taron, X. Huang, M. Rousson, and D. Metaxas: On the Representation of Shapes Using Implicit Functions F. Mémoli and G. Sapiro: Computing with Point Cloud Data J.A. Costa and A.O. Hero III: Determining Intrinsic Dimension and Entropy of High-Dimensional Shape Spaces G. Arnold, P.F. Stiller, and K. Sturtz: Object-Image Metrics for Generalized Weak Perspective Projection X. Descombes and E. Pechersky: Wulff Shapes at Zero Temperature for Some Models Used in Image Processing S. Angenent, A. Tannenbaum, A. Yezzi, Jr., and O. Zeitouni: Curve Shortening and Interacting Particle Systems S. Joshi, D. Kaziska, A. Srivastava, and W. Mio: Riemannian Structures on Shape Spaces: A Framework for Statistical Inferences J. Glaunès, A. Trouvé, and L. Younes: Modeling Planar Shape Variation via Hamiltonian Flows of Curves G. Charpiat, O. Faugeras, R. Keriven, and P. Maurel: Approximations of Shape Metrics and Application to Shape Warping and Empirical Shape Statistics

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        Statistics and Analysis of Shapes