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Titlebook: Knowledge-Based Vision-Guided Robots; Nick Barnes,Zhi-Qiang Liu Book 2002 Springer-Verlag Berlin Heidelberg 2002 Embodied Cognition.algori

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書目名稱Knowledge-Based Vision-Guided Robots
編輯Nick Barnes,Zhi-Qiang Liu
視頻videohttp://file.papertrans.cn/545/544230/544230.mp4
概述Includes supplementary material:
叢書名稱Studies in Fuzziness and Soft Computing
圖書封面Titlebook: Knowledge-Based Vision-Guided Robots;  Nick Barnes,Zhi-Qiang Liu Book 2002 Springer-Verlag Berlin Heidelberg 2002 Embodied Cognition.algori
描述Many robotics researchers consider high-level vision algorithms (computational) too expensive for use in robot guidance. This book introduces the reader to an alternative approach to perception for autonomous, mobile robots. It explores how to apply methods of high-level computer vision and fuzzy logic to the guidance and control of the mobile robot. The book introduces a knowledge-based approach to vision modeling for robot guidance, where advantage is taken of constraints of the robot‘s physical structure, the tasks it performs, and the environments it works in. This facilitates high-level computer vision algorithms such as object recognition at a speed that is sufficient for real-time navigation. The texts presents algorithms that exploit these constraints at all levels of vision, from image processing to model construction and matching, as well as shape recovery. These algorithms are demonstrated in the navigation of a wheeled mobile robot.
出版日期Book 2002
關(guān)鍵詞Embodied Cognition; algorithms; cognition; computer vision; control; fuzzy control; fuzzy logic; image proc
版次1
doihttps://doi.org/10.1007/978-3-7908-1780-5
isbn_softcover978-3-662-00312-1
isbn_ebook978-3-7908-1780-5Series ISSN 1434-9922 Series E-ISSN 1860-0808
issn_series 1434-9922
copyrightSpringer-Verlag Berlin Heidelberg 2002
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1434-9922 bot guidance. This book introduces the reader to an alternative approach to perception for autonomous, mobile robots. It explores how to apply methods of high-level computer vision and fuzzy logic to the guidance and control of the mobile robot. The book introduces a knowledge-based approach to visi
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Knowledge Based Shape from Shading, close to the object due to obstacles or task requirements. Navigating entirely on the basis of the wire-frame may lead to a collision with a convex curved surface, even though the robot is clear of the object as modelled by the wire-frame, as shown in Figure 6.1.
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