Perceptual Organization and Visual Recognition - Couverture souple

Lowe, D.

Couverture souple

ISBN 10 : 1461296048 ISBN 13 : 9781461296041

Editeur : Springer, 2011

Synopsis

COMPUTER VISION is a field of research that encompasses many objectives. A primary goal has been to construct visual sensors that can provide general-purpose robots with the same information about their surroundings as we receive from our own visual senses. This book takes an important step towards this goal by describing a working computer vision system named SCERPO. This system can recognize known three-dimensional objects in ordinary black-and-white images taken from unknown viewpoints, even when parts of the object are undetectable or hidden from view. A second major goal of computer vision re- search is to provide a computational understanding of human vision. The research presented in this book has many implica- tions for our understanding of human vision, particularly in the areas of perceptual organization and knowledge-based recogni- tion. An attempt has been made to relate each computational result to the relevant areas in the psychology of vision. Since the material is meant to be accessible to a wide range of inter- disciplinary readers, the book is written in plain language and attempts to explain most concepts from the starting position of the non-specialist. vii viii PREFACE One of the most important conclusions ansmg from this research is that visual recognition can commonly be achieved directly from the two-dimensional image without any prelim- inary reconstruction of depth information or surface orienta- tion from the visual input.

Détails de l'édition

• Éditeur: Springer
• Date d'édition: 2011
• Langue: anglais
• ISBN 10: 1461296048
• ISBN 13: 9781461296041
• Reliure: Broché
• Nombre de pages: 176
• Coordonnées du fabricant: non disponible