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 ...
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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.
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Add this copy of Evolutionary Synthesis of Pattern Recognition Systems to cart. $47.30, good condition, Sold by Bonita rated 4.0 out of 5 stars, ships from Santa Clarita, CA, UNITED STATES, published 2005 by Springer.
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Very Good. Used, some outer edges and corners have minor scuffs, cover has light scratches, some outer pages have shelf wear, book content is in like new condition. Sewn binding. Cloth over boards. 296 p. Contains: Unspecified, Illustrations, black & white, Tables, black & white. Monographs in Computer Science.
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New. Sewn binding. Cloth over boards. 296 p. Contains: Unspecified, Illustrations, black & white, Tables, black & white. Monographs in Computer Science. Audience: General/trade.
Add this copy of Evolutionary Synthesis of Pattern Recognition Systems to cart. $102.24, new condition, Sold by discount_scientific_books rated 5.0 out of 5 stars, ships from Sterling Heights, MI, UNITED STATES, published 2005 by Springer.
