| 000 | 04863nam a22005295i 4500 | ||
|---|---|---|---|
| 001 | 978-0-8176-4481-9 | ||
| 003 | DE-He213 | ||
| 005 | 20251006084435.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 100301s2006 xxu| s |||| 0|eng d | ||
| 020 | _a9780817644819 | ||
| 020 | _a99780817644819 | ||
| 024 | 7 |
_a10.1007/0-8176-4481-4 _2doi |
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| 082 | 0 | 4 |
_a003.3 _223 |
| 100 | 1 |
_aKrim, Hamid. _eeditor. |
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| 245 | 1 | 0 |
_aStatistics and Analysis of Shapes _h[electronic resource] / _cedited by Hamid Krim, Anthony Yezzi. |
| 264 | 1 |
_aBoston, MA : _bBirkhäuser Boston, _c2006. |
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| 300 |
_aXI, 395 p. 143 illus. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 490 | 1 | _aModeling and Simulation in Science, Engineering and Technology | |
| 505 | 0 | _aMedial 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. | |
| 520 | _aThe 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, without the typical quagmire of vast information scattered over a wide body of literature. Developments are discussed from a rapidly increasing number of research papers in diverse fields, including the mathematical and physical sciences, engineering, and medicine. The initial chapters explore the statistical modeling of landmarks while subsequent chapters address the probabilistic modeling of entire shapes. The latter part of the book, with the exception of the last two chapters, concentrates on case studies as well as implementational and practical challenges in real systems. Extensive illustrations throughout help readers overcome the sometimes terse technical details of the geometric and probabilistic formalism. Knowledge of advanced calculus and basic statistics and probability theory are the only prerequisites for the reader. Statistics and Analysis of Shapes will be an essential learning kit for statistical researchers, engineers, scientists, medical researchers, and students seeking a rapid introduction to the field. It may be used as a textbook for a graduate-level special topics course in statistics and signal/image analysis, or for an intensive short course on shape analysis and modeling. The state-of-the-art techniques presented will also be useful for experienced researchers and practitioners in academia and industry. | ||
| 650 | 0 | _aMATHEMATICS. | |
| 650 | 0 | _aOPTICAL PATTERN RECOGNITION. | |
| 650 | 0 | _aVISUALIZATION. | |
| 650 | 0 | _aGLOBAL DIFFERENTIAL GEOMETRY. | |
| 650 | 0 | _aSTATISTICS. | |
| 650 | 1 | 4 | _aMATHEMATICS. |
| 650 | 2 | 4 | _aMATHEMATICAL MODELING AND INDUSTRIAL MATHEMATICS. |
| 650 | 2 | 4 | _aSTATISTICS FOR LIFE SCIENCES, MEDICINE, HEALTH SCIENCES. |
| 650 | 2 | 4 | _aVISUALIZATION. |
| 650 | 2 | 4 | _aPATTERN RECOGNITION. |
| 650 | 2 | 4 | _aSIGNAL, IMAGE AND SPEECH PROCESSING. |
| 650 | 2 | 4 | _aDIFFERENTIAL GEOMETRY. |
| 700 | 1 |
_aYezzi, Anthony. _eeditor. |
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| 710 | 2 | _aSpringerLink (Online service) | |
| 773 | 0 | _tSpringer eBooks | |
| 776 | 0 | 8 |
_iPrinted edition: _z9780817643768 |
| 830 | 0 | _aModeling and Simulation in Science, Engineering and Technology | |
| 856 | 4 | 0 |
_uhttp://dx.doi.org/10.1007/0-8176-4481-4 _zVer el texto completo en las instalaciones del CICY |
| 912 | _aZDB-2-SMA | ||
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