Object Shape Generation, Representation and Matching

Cong Yang (Autor)

Buch | Softcover

194 Seiten

2016
Logos Berlin (Verlag)
978-3-8325-4399-0 (ISBN)

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Shape matching and recognition is a fundamental aspect of many problems in computer vision, including object or scene recognition, moving tracking and object detection, etc. While rigid shape matching is relatively well understood, matching shapes undergoing non-rigid deformations remains challenging. Moreover, shape generation is also a challenging task since nearly all approaches face the same difficulty: background clutter. The aim of this book is to propose novel approaches to generate, represent and match object shapes. To achieve this, the following three aspects are particularly explored: Shape generation, shape representation and shape matching. Shape generation is applied based on shape contour detection which is able to locate an object, identify its contour parts, and segment out its contour. Shape representation looks for effective and perceptually important shape features based on either shape boundary or region information. Shape matching aims to calculate the overall similarity (or dissimilarity) between two object shapes. Based on the proposed approaches, two shape-based applications are introduced and assessed.

Die Kunst der Übersetzung

Erscheinungsdatum	05.01.2017
Reihe/Serie	Studien zur Mustererkennung ; 42
Sprache	englisch
Maße	145 x 210 mm
Einbandart	Paperback
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Object recognition • Object Shape • Shape generation • shape matching • Shape Representation
ISBN-10	3-8325-4399-6 / 3832543996
ISBN-13	978-3-8325-4399-0 / 9783832543990
Zustand	Neuware