Evolutionary Synthesis of Pattern Recognition Systems

 Buch
Besorgungstitel | Lieferzeit:3-5 Tage I
ISBN-13:
9780387212951
Einband:
Buch
Erscheinungsdatum:
01.02.2005
Seiten:
296
Autor:
Bir Bhanu
Gewicht:
643 g
Format:
242x165x23 mm
Serie:
Monographs in Computer Science
Sprache:
Englisch
Beschreibung:

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.
Feature Synthesis for Object Detection.- Mdl-Based Efficient Genetic Programming for Object Detection.- Feature Selection for Object Detection.- Evolutionary Feature Synthesis for Object Recognition.- Linear Genetic Programming for Object Recognition.- Applications of Linear Genetic Programming for Object Recognition.- Summary and Future Work.
Integrates computer vision, pattern recognition, and AI.

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