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bhanu bir; lin yingqiang; krawiec krzysztof - evolutionary synthesis of pattern recognition systems

Evolutionary Synthesis of Pattern Recognition Systems

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer US

Pubblicazione: 11/2010
Edizione: Softcover reprint of hardcover 1st ed. 2005





Trama

Evolutionary computation is becoming increasingly important for computer vision and pattern recognition and provides a systematic way of synthesis and analysis of object detection and recognition systems. Incorporating "learning" into recognition systems will enable these systems to automatically generate new features on the fly and cleverly select a good subset of features according to the type of objects and images to which they are applied.

This unique monograph 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.

The purpose of incorporating learning into the system design is to avoid the time-consuming process of feature generation and selection and to reduce the cost of building object detection and recognition systems.

Researchers, professionals, engineers, and students working in computer vision, pattern recognition, target recognition, machine learning, evolutionary learning, image processing, knowledge discovery and data mining, cybernetics, robotics, automation and psychology will find this well-developed and organized volume an invaluable resource.





Sommario

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.










Altre Informazioni

ISBN:

9781441919434

Condizione: Nuovo
Collana: Monographs in Computer Science
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:XXIV, 296 p. 95 illus.
Pagine Arabe: 296
Pagine Romane: xxiv


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