书目名称 | Perceptual Organization and Visual Recognition |
编辑 | David G. Lowe |
视频video | |
丛书名称 | The Springer International Series in Engineering and Computer Science |
图书封面 |  |
描述 | 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 |
出版日期 | Book 1985 |
关键词 | 3D; Extension; Textur; algorithms; cognition; complexity; computer vision; knowledge; performance; robot; veri |
版次 | 1 |
doi | https://doi.org/10.1007/978-1-4613-2551-2 |
isbn_softcover | 978-1-4612-9604-1 |
isbn_ebook | 978-1-4613-2551-2Series ISSN 0893-3405 |
issn_series | 0893-3405 |
copyright | Kluwer Academic Publishers 1985 |