Shape Reconstruction from Apparent Contours - Giovanni Bellettini, Valentina Beorchia, Maurizio Paolini, Franco Pasquarelli

Shape Reconstruction from Apparent Contours

Theory and Algorithms
Buch | Softcover
XXIV, 365 Seiten
2016 | 1. Softcover reprint of the original 1st ed. 2015
Springer Berlin (Verlag)
978-3-662-52610-1 (ISBN)
101,64 inkl. MwSt

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.

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.

Erscheinungsdatum
Reihe/Serie Computational Imaging and Vision
Zusatzinfo XXIV, 365 p. 156 illus.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Informatik Theorie / Studium
Mathematik / Informatik Mathematik Angewandte Mathematik
Schlagworte 49Q20 • 57M27 • 57R40 • 57R45 • analytic geometry • Analytic topology • apparent contours • Calculus of Variations • Calculus of Variations and Optimal Control • Computational Geometry • Computer Science • computer vision • Image Processing • image processing and computer vision • image segment • Manifolds and Cell Complexes (incl. Diff.Topology) • Mathematical and statistical software • Mathematical Applications in Computer Science • Mathematical Modelling • mathematical software • Mathematics • MSC 2010: 65D18 • Optimization • shape reconstruction • variational models with curvature in image segment • variational models with curvature in image segmentation
ISBN-10 3-662-52610-7 / 3662526107
ISBN-13 978-3-662-52610-1 / 9783662526101
Zustand Neuware
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