Robotics, Vision and Control : Fundamental Algorithms in Python

Title: Robotics, Vision and Control : Fundamental Algorithms in Python
Author: Peter Corke
ISBN: 3031064682 / 9783031064685
Format: Soft Cover
Pages: 824
Publisher: SPRINGER
Year: 2023
Availability: 15-30 days

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This textbook provides a comprehensive, but tutorial, introduction to robotics, computer vision, and control. It is written in a light but informative conversational style, weaving text, figures, mathematics, and lines of code into a narrative that covers robotics and computer vision—separately, and together as robotic vision. Over 1600 code examples show how complex problems can be decomposed and solved using just a few simple lines of code.

This edition is based on Python and is accompanied by fully open-source Python-based Toolboxes for robotics and machine vision.  The new Toolboxes enable the reader to easily bring the algorithmic concepts into practice and work with real, non-trivial, problems on a broad range of computing platforms. For the beginning 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. The code can also be the starting point for new work, for practitioners, students, or researchers, by writing programs based on Toolbox functions, or modifying the Toolbox code itself.

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Chapter 1 : Introduction
Chapter 2 : Representing Position and Orientation
Chapter 3 : Time and Motion
Chapter 4 : Mobile Robot Vehicles
Chapter 5 : Navigation
Chapter 6 : Localization and Mapping
Chapter 7 : Robot Arm Kinematics
Chapter 8 : Manipulator Velocity
Chapter 9 : Dynamics and Control
Chapter 10 : Light and Color
Chapter 11 : Images and Image Processing
Chapter 12 : Image Feature Extraction
Chapter 13 : Image Formation
Chapter 14 : Using Multiple Images
Chapter 15 : Advanced Visual Servoing
Chapter 16 : Vision-Based Control