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Perceptual Organization and Visual Recognition by D. Lowe

Perceptual Organization and Visual Recognition

by D. Lowe
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Book cover type: Paperback
  • ISBN13: 9781461296041
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 162
  • Original Price: EUR 99.99
  • Language: English
  • Edition: Softcover Repri
  • Item Weight: 275 grams
  • BISAC Subject(s): General, Questions & Answers, and Software Development & Engineering / Computer Graphics

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.

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