Statistics and Analysis of Shapes
(Sprache: Englisch)
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...
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Produktinformationen zu „Statistics and Analysis of Shapes “
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.
Klappentext zu „Statistics and Analysis of Shapes “
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.
Inhaltsverzeichnis zu „Statistics and Analysis of Shapes “
- Introduction- Medial Axis Computation and Evolution
- Shape Variation of Medial Axis Representations via Principle Geodesic Analysis of Symmetric Spaces
- 2D Shape Modeling using Skeletal Graphs in a Morse Theoretic Framework
- Matching with Shape Contexts
- Shape Recognition Based on A Contrario Methodology
- Integral Invariants and Shape Matching
- On the Representation of Shapes using Implicit Functions
- Computing with Point Cloud Data
- Learning 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 Stastistical Inferences
- Modeling Planar Shape Variation via Hamiltonian Flows of Curves
- Approximations of Shape Metrics and Application to Shape Warping and Empirical Shape Statistics.
Bibliographische Angaben
- 2006, 396 Seiten, Maße: 16,7 x 23,9 cm, Gebunden, Englisch
- Herausgegeben:Krim, Hamid; Yezzi, Anthony
- Herausgegeben: Hamid Krim, Anthony Yezzi Jr
- Verlag: Springer
- ISBN-10: 0817643761
- ISBN-13: 9780817643768
Sprache:
Englisch
Rezension zu „Statistics and Analysis of Shapes “
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)
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