Robotics, Vision and Control : Fundamental Algorithms in Matlab(r) Second, Completely Revised, Extended and Updated Edition
Overview
This book makes the fundamental algorithms of robotics, vision and control accessible to all. It weaves together theory, algorithms and examples in a narrative that covers robotics and computer vision separately and together. Using the latest versions of the Toolboxes the author shows how complex problems can be decomposed and solved using just a few simple lines of code. The topics covered are guided by real problems observed by the author over many years as a practitioner of both robotics and computer vision. It is written in an accessible but informative style, easy to read and absorb, and includes over 1000 MATLAB and Simulink(R) examples and over 400 figures. The book is a real walk through the fundamentals of mobile robots, arm robots. then camera models, image processing, feature extraction and multi-view geometry and finally bringing it all together with an extensive discussion of visual servo systems. This second edition is completely revised, updated and extended with coverage of Lie groups, matrix exponentials and twists; inertial navigation; differential drive robots; lattice planners; pose-graph SLAM and map making; restructured material on arm-robot kinematics and dynamics; series-elastic actuators and operational-space control; Lab color spaces; light field cameras; structured light, bundle adjustment and visual odometry; and photometric visual servoing.
"An authoritative book, reaching across fields, thoughtfully conceived and brilliantly accomplished "
OUSSAMA KHATIB, Stanford
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Details
- ISBN-13: 9783319544120
- ISBN-10: 3319544128
- Publisher: Springer
- Publish Date: May 2017
- Dimensions: 10.1 x 8.7 x 1.4 inches
- Shipping Weight: 3.5 pounds
- Page Count: 693
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