Springer Tracts in Advanced Robotics 1st ed. 2011 Edition
by Peter Corke
The practice of robotics and computer vision both involve the applica- tion of computational algorithms to data. Over the fairly recent history of the fields of robotics and computer vision a very large body of algorithms has been developed. However this body of knowledge is something of a barrier for anybody entering the field, or even looking to see if they want to enter the field ? What is the right algorithm for a particular problem?, and importantly, How can I try it out without spending days coding and debugging it from the original research papers?
The author has maintained two open- source MATLAB Toolboxes for more than 10 years: one for robotics and one for vision. The key strength of the Toolboxes provide a set of tools that allow the user to work with real prob- lems, not trivial examples. For the stu- dent the book makes the algorithms accessible, the Toolbox code can be read to gain understanding, and the examples illustrate how it can be used ?instant gratification in just a couple of lines of
MATLAB code. The code can also be the starting point for new work, for researchers or students, by writing programs based on Toolbox functions, or modifying the Toolbox code itself.
The purpose of this book is to expand on the tutorial material pro- vided with the toolboxes, add many more examples, and to weave this into a narrative that covers robotics and computer vision sepa- rately and together. The author shows how complex problems can be decomposed and solved using just a few simple lines of code, and hopefully to inspire up and coming researchers. The topics covered are guided by the real problems observed over many years as a practitioner of both robotics and computer vision. It is written in a light but informative style, it is easy to read and absorb, and includes a lot of Matlab examples and figures. The book is a real walk through the fundamentals of robot kinematics, dynamics and joint level control, then camera models, image processing, feature extraction and epipolar geometry, and bring it all together in a visual servo system.
Additional material is provided at http://www. petercorke.com/RVC
Series: Springer Tracts in Advanced Robotics (Book 73)
Paperback: 570 pages
Publisher: Springer; 1st ed. 2011 edition (March 1, 2013)