Statistics and Analysis of Shapes

Inhaltsverzeichnis

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

Pressestimmen

From the reviews:

"This edited volume is a state-of-the-art collection of papers in digital image processing and analysis. ... The book is intellectually stimulating and written for researchers in electrical engineering, computer science, computational statistics, or applied mathematics. It will be useful for presentations in research seminars or in journal clubs in these areas." (Victor Patrangenaru, Journal of the American Statistical Association, Vol. 103 (484), December, 2008)