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Shape perception in human and computer vision : an interdisciplinary perspective

Auteur : Sven J Dickinson; Zygmunt Pizlo
Éditeur: London : Springer, [2013]
Collection: Advances in computer vision and pattern recognition.
Édition/format:   Livre électronique : Document : AnglaisVoir toutes les éditions et tous les formats
Base de données:WorldCat
Résumé:
This book presents a comprehensive and authoritative perspective on shape perception in human and computer vision. Rather than focusing purely on the state of the art, the book provides viewpoints from world-class researchers reflecting broadly on the issues that have shaped the field. Drawing upon many years of experience, each contributor discusses the trends followed and the progress made, in addition to  Lire la suite...
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Genre/forme: Electronic books
Ebook
Format – détails additionnels: Print version:
Shape perception in human and computer vision.
London ; New York : Springer, [2013]
(DLC) 2013942018
(OCoLC)839397375
Type d’ouvrage: Document, Ressource Internet
Type de document: Ressource Internet, Fichier d'ordinateur
Tous les auteurs / collaborateurs: Sven J Dickinson; Zygmunt Pizlo
ISBN: 9781447151951 144715195X 1299857000 9781299857001 1447161688 9781447161684 1447151941 9781447151944
Numéro OCLC: 852941343
Note sur la langue: English.
Notes: Includes index.
Description: 1 online resource (xvii, 502 pages) : illustrations (some color).
Contenu: The Role of Mid-Level Shape Priors in Perceptual Grouping and Image Abstraction --
Symmetry is the Sine Qua Non of Shape --
Flux Graphs for 2D Shape Analysis --
An Integrated Bayesian Approach to Shape Representation and Perceptual Organization --
Perceptual Organization of Shape --
Two-Dimensional Shape as a Mid-Level Vision Gestalt --
Shape Priors for Image Segmentation --
Observations on Shape from Shading in Humans --
Deformations and Lighting --
The Shape of Space --
The Visual Hierarchy Mirage --
Natural Selection and Shape Perception --
Shape as an Emergent Property --
Representing 3D Shape and Location --
Joint Registration and Shape Analysis of Curves and Surfaces --
The Statistics of Shape, and Reflectance, and Lighting in Real-World Scenes --
Structure vs. Appearance and 3D vs. 2D --
Visual Shape Perception and Representation --
3D Face Reconstruction from Single Two-Tone and Color Images --
Perception and Action without Veridical Metric Reconstruction --
A Stochastic Grammar for Natural Shapes --
Hard-Wired and Plastic Mechanisms in 3D Shape Perception --
Holistic Shape Recognition --
Shape Processing as Inherently Three-Dimensional --
The Role of Shape in Visual Recognition --
Human Object Recognition --
Shape-Based Object Discovery in Images --
Schema-Driven Influences in Recovering 3D Shape from Motion in Human and Computer Vision --
Detecting, Representing and Attending to Visual Shape --
Toward a Dynamical View of Object Perception --
Modeling Shapes with Higher-Order Graphs: Methodology and Applications --
Multisensory Shape Processing --
Shape-Based Instance Detection under Arbitrary Viewpoint.
Titre de collection: Advances in computer vision and pattern recognition.
Responsabilité: Sven J. Dickinson, Zygmunt Pizlo, editors.

Résumé:

This book offers expert perspective on progress in shape perception research, covering contours, shape hierarchies and grammars, shape priors and 3D shape inference, surfaces, invariants, multiple  Lire la suite...

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From the book reviews:"Reading Dickinson and Pizlo's compilations is both enjoyable and educational, due to the wide collection of contributions in a single volume. The book successfully addresses Lire la suite...

 
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