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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. The author shows how complex problems can be decomposed and solved using just a few simple lines of code, supported by open-source Python Toolboxes. 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 a light but informative style, it is easy to read and absorb, and includes over 1600 Python examples and figures. The book is a walk through the fundamentals of mobile robots, navigation, localization, arm-robot kinematics, dynamics and joint level control, 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.
“The book, nearly 800 pages, has 16 chapters. ... Almost every chapter includes wrap-ups, recommendations for further reading, and exercises, and sometimes additional resources. ... There are numerous color illustrations. The book has many features, including exercises that help pedagogy. This updated third edition will be very useful for students, researchers, and professionals interested in robotics and its practical applications.”
S. V. Nagaraj, Computing Reviews, March 25, 2024
“An authoritative book, reaching across fields, thoughtfully conceived, and brilliantly accomplished!”
OUSSAMA KHATIB, Stanford
This third edition, published in 2023, has been completely revised, extended and updated. To follow the code examples in this book requires the installation of Python and a number of open-source Python packages (toolboxes). Most examples in the book can be run online using Google Colab with zero installation of software on your device.
Block diagrams are simulated using the open-source package bdsim instead of Simulink®.
| edition | ISBN | DOI | Notes |
|---|---|---|---|
| softback | 978-3-031-06468-5 | 10.1007/978-3-031-06469-2 | 850 pages, 635 figures |
| e-book | 978-3-031-06469-2 | 10.1007/978-3-031-06469-2 | Part of the Springer package, if your university subscribes then the book is free to your students |
Preface
The practice of robotics and computer vision each involve the application of computational algorithms to data. The research community has developed a very large body ...
VIEW MORECode examples
All the code examples in the book are available as MATLAB Live Script files, one per chapter ...
VIEW MORETeaching with the book
Video lessons for blended learning The Robot Academy, launched May 2017, is an online resource with over 200 video lessons available for use in class.
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A list of corrections to the book, as printed ...
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All line drawings and MATLAB generated figures shown in the book are available in electronic form ...
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