Autonomous Robotics and Deep Learning

This Springer Brief examines the combination of computer vision techniques and machine learning algorithms necessary for humanoid robots to develop "true consciousness." It illustrates the critical first step towards reaching "deep learning," long considered the holy grail for ma...

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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Nath, Vishnu (Author), Levinson, Stephen E. (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
Edition:1st ed. 2014.
Series:SpringerBriefs in Computer Science,
Subjects:
Artificial intelligence.
Computer vision.
User interfaces (Computer systems).
Human-computer interaction.
Image processing-Digital techniques.
Artificial Intelligence.
Computer Vision.
User Interfaces and Human Computer Interaction.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Online Access:Texto Completo
Table of Contents:
  • Introduction
  • Overview of Probability and Statistics
  • Primer on Matrices and Determinants
  • Robot Kinematics
  • Computer Vision
  • Machine Learning
  • Experimental Results
  • Future Direction.

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