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 problems, not trivial examples. For the student 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 provided with the toolboxes, add many more
examples, and to weave this into a narrative that covers robotics and
computer vision separately 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
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Fundamental Algorithms in MATLAB
Produktdetaljer
ISBN
9783642201448
Publisert
2017
Utgiver
Vendor
Springer
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter