Perceptual Organization and Visual Recognition

Beschreibung:

Series: The Springer International Series in Engineering and Computer Science. Num Pages: 162 pages, biography. BIC Classification: UYQ; UYQV. Category: (G) General (US: Trade). Dimension: 235 x 155 x 10. Weight in Grams: 278. . 2011. Softcover reprint of the original 1st ed. 1985. Paperback. . . . . Books ship from the US and Ireland. Bestandsnummer des Verkäufers V9781461296041

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Inhaltsangabe:

Reseña del editor: 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.