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Shape Reconstruction from Apparent Contours Theory and Algorithms /

Motivated by a variational model concerning the depth of the objects in a picture and the problem of hidden and illusory contours, this book investigates one of the central problems of computer vision: the  topological and algorithmic reconstruction of a smooth three dimensional scene starting from...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Bellettini, Giovanni (Autor), Beorchia, Valentina (Autor), Paolini, Maurizio (Autor), Pasquarelli, Franco (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:Computational Imaging and Vision ; 44
Temas:
Acceso en línea:Texto Completo

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100 1 |a Bellettini, Giovanni.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
245 1 0 |a Shape Reconstruction from Apparent Contours  |h [electronic resource] :  |b Theory and Algorithms /  |c by Giovanni Bellettini, Valentina Beorchia, Maurizio Paolini, Franco Pasquarelli. 
250 |a 1st ed. 2015. 
264 1 |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg :  |b Imprint: Springer,  |c 2015. 
300 |a XXIV, 365 p. 156 illus.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
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490 1 |a Computational Imaging and Vision ;  |v 44 
505 0 |a Introduction -- Chapter 1.A Variational Model on Labelled Graphs with Cusps and Crossings -- Chapter 2.Stable Maps and Morse Descriptions of an Apparent Contour -- Chapter 3.Apparent Contours of Embedded Surfaces -- Chapter 4.Solving the Completion Problem -- Chapter 5.Topological Reconstruction of a Three-dimensional Scene -- Chapter 6.Completeness of Reidemeister-type Moves on Labelled Apparent Contours -- Chapter 7.Invariants of an Apparent Contour -- Chapter 8.Elimination of Cusps -- Chapter 9.The Program "Visible" -- Chapter 10.The Program "Appcontour": User's Guide -- Chapter 11.Variational Analysis of the Model on Labelled Graphs -- Bibliography -- Nomenclature -- Index. 
520 |a Motivated by a variational model concerning the depth of the objects in a picture and the problem of hidden and illusory contours, this book investigates one of the central problems of computer vision: the  topological and algorithmic reconstruction of a smooth three dimensional scene starting from the visible part of an apparent contour. The authors focus their attention on the manipulation of apparent contours using a finite set of elementary moves, which correspond to diffeomorphic deformations of three dimensional scenes. A large part of the book is devoted to the  algorithmic part, with implementations, experiments, and computed examples. The book is intended also as a user's guide to the software code appcontour, written for the manipulation of apparent contours and their invariants. This book is addressed to theoretical and applied scientists working in the field of mathematical models of image segmentation. 
650 0 |a Computer science-Mathematics. 
650 0 |a Computer vision. 
650 0 |a Manifolds (Mathematics). 
650 0 |a Mathematical optimization. 
650 0 |a Calculus of variations. 
650 0 |a Computer software. 
650 1 4 |a Mathematical Applications in Computer Science. 
650 2 4 |a Computer Vision. 
650 2 4 |a Manifolds and Cell Complexes. 
650 2 4 |a Calculus of Variations and Optimization. 
650 2 4 |a Mathematical Software. 
700 1 |a Beorchia, Valentina.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
700 1 |a Paolini, Maurizio.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
700 1 |a Pasquarelli, Franco.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
710 2 |a SpringerLink (Online service) 
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