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Symbolic Visual Learning



This book presents research which adds visual learning capabilities to computer vision systems. These capabilities allow the computer to learn from its experience and outperform conventional static designs. more details
Key Features:
  • Introduces a new way of learning from experience in computer vision systems
  • Can outperform conventional static designs
  • Can be used to improve recognition performance in a wide range of applications


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Features
ISBN 9780195098709
Publisher Oxford University Press, Usa
Manufacturer Oxford University Press, Usa
Description
This book presents research which adds visual learning capabilities to computer vision systems. These capabilities allow the computer to learn from its experience and outperform conventional static designs.

Some of the fundamental constraints of automated machine vision have been the inability to automatically adapt parameter settings or utilize previous adaptations in changing environments. This book presents research which adds visual learning capabilities to computer vision systems. Using this state-of-the-art recognition technology, the outcome is different adaptive recognition systems that can measure their own performance, learn from their experience and outperform conventional static designs. Written as a companion volume to Early Visual Learning (edited by S. Nayar and T. Poggio), this book is intended for researchers and students in machine vision and machine learning.
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