Uncertain Projective Geometry [[electronic resource] ] : Statistical Reasoning for Polyhedral Object Reconstruction / / by Stephan Heuel
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| Autore: |
Heuel Stephan
|
| Titolo: |
Uncertain Projective Geometry [[electronic resource] ] : Statistical Reasoning for Polyhedral Object Reconstruction / / by Stephan Heuel
|
| Pubblicazione: | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004 |
| Edizione: | 1st ed. 2004. |
| Descrizione fisica: | 1 online resource (XVIII, 210 p.) |
| Disciplina: | 516/.5 |
| Soggetto topico: | Geometry |
| Pattern recognition | |
| Optical data processing | |
| Mathematical statistics | |
| Computer graphics | |
| Artificial intelligence | |
| Pattern Recognition | |
| Image Processing and Computer Vision | |
| Probability and Statistics in Computer Science | |
| Computer Graphics | |
| Artificial Intelligence | |
| Altri autori: | HeuelStephan |
| Note generali: | Bibliographic Level Mode of Issuance: Monograph |
| Nota di bibliografia: | Includes bibliographical references. |
| Nota di contenuto: | 1 Introduction -- 2 Representation of Geometric Entities and Transformations -- 3 Geometric Reasoning Using Projective Geometry -- 4 Statistical Geometric Reasoning -- 5 Polyhedral Object Reconstruction -- 6 Conclusions -- A Notation -- B Linear Algebra -- C Statistics. |
| Sommario/riassunto: | Algebraic projective geometry, with its multilinear relations and its embedding into Grassmann-Cayley algebra, has become the basic representation of multiple view geometry, resulting in deep insights into the algebraic structure of geometric relations, as well as in efficient and versatile algorithms for computer vision and image analysis. This book provides a coherent integration of algebraic projective geometry and spatial reasoning under uncertainty with applications in computer vision. Beyond systematically introducing the theoretical foundations from geometry and statistics and clear rules for performing geometric reasoning under uncertainty, the author provides a collection of detailed algorithms. The book addresses researchers and advanced students interested in algebraic projective geometry for image analysis, in statistical representation of objects and transformations, or in generic tools for testing and estimating within the context of geometric multiple-view analysis. |
| Titolo autorizzato: | Uncertain projective geometry |
| ISBN: | 1-280-30762-5 |
| 9786610307623 | |
| 3-540-24656-8 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 996465408403316 |
| Lo trovi qui: | Univ. di Salerno |
| Opac: | Controlla la disponibilità qui |
Serie:
Lecture Notes in Computer Science, . 0302-9743 ; ; 3008