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Shape Reconstruction from Apparent Contours: Theory and Algorithms: Computational Imaging and Vision, cartea 44

Autor Giovanni Bellettini, Valentina Beorchia, Maurizio Paolini, Franco Pasquarelli
en Limba Engleză Hardback – 23 mar 2015
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.
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Specificații

ISBN-13: 9783662451908
ISBN-10: 3662451905
Pagini: 365
Ilustrații: XXIV, 365 p. 156 illus.
Dimensiuni: 155 x 235 x 27 mm
Greutate: 0.72 kg
Ediția:2015
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Computational Imaging and Vision

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

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.

Textul de pe ultima copertă

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.

Caracteristici

Treats one of the central issues in Image segmentation, still uncovered from a rigorous mathematical point of view Description and the use of the algorithms and computer programs are provided The software code appcontour, manipulating apparent contours and their invariants, can be used by researchers working in computational geometry