Evolutionary Synthesis of Pattern Recognition Systems
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Book Overview
Evolutionary computation is becoming increasingly important for computer vision and pattern recognition. It provides a systematic way of synthesizing and analyzing object detection and pattern recognition systems. Incorporating "learning" into recognition systems will enable these systems to automatically generate new features on the fly (evolve) and cleverly select a good subset of features according to the type of objects and images to which they are applied. This book investigates evolutionary computational techniques---such as genetic programming, linear genetic programming, coevolutionary genetic programming and genetic algorithms---to automate the synthesis and analysis of object detection and recognition systems.
Format:Paperback
Language:English
ISBN:1441919430
ISBN13:9781441919434
Release Date:November 2010
Publisher:Springer
Length:296 Pages
Weight:0.99 lbs.
Dimensions:0.7" x 6.1" x 9.2"
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