Statistics and Analysis of Shapes

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Krim, Hamid (Επιμελητής έκδοσης), Yezzi, Anthony (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Birkhäuser Boston, 2006.
• Σειρά: Modeling and Simulation in Science, Engineering and Technology
• Θέματα: Mathematics.; Pattern recognition.; Visualization.; Mathematical models.; Probabilities.; Statistics.; Mathematical Modeling and Industrial Mathematics.; Probability Theory and Stochastic Processes.; Statistics for Life Sciences, Medicine, Health Sciences.; Pattern Recognition.; Signal, Image and Speech Processing.

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 bui...

Πίνακας περιεχομένων:

• Medial Axis Computation and Evolution
• Shape Variation of Medial Axis Representations via Principal Geodesic Analysis on Symmetric Spaces
• 2D Shape Modeling using Skeletal Graphs in a Morse Theoretic Framework
• Matching with Shape Contexts
• Shape Recognition Based on an a Contrario Methodology
• Integral Invariants and Shape Matching
• On the Representation of Shapes Using Implicit Functions
• Computing with Point Cloud Data
• Determining Intrinsic Dimension and Entropy of High-Dimensional Shape Spaces
• Object-Image Metrics for Generalized Weak Perspective Projection
• Wulff Shapes at Zero Temperature for Some Models Used in Image Processing
• Curve Shortening and Interacting Particle Systems
• Riemannian Structures on Shape Spaces: A Framework for Statistical Inferences
• Modeling Planar Shape Variation via Hamiltonian Flows of Curves
• Approximations of Shape Metrics and Application to Shape Warping and Empirical Shape Statistics.