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Evolutionary Computer Vision: The First Footprints
Hardcover
Series: Natural Computing
Technology & EngineeringGeneral ComputersProgramming
ISBN13: 9783662436929
Publisher: Springer Nature
Published: Oct 7 2016
Pages: 411
Weight: 1.73
Height: 0.94 Width: 6.14 Depth: 9.21
Language: English
This book explains the theory and application of evolutionary computer vision, a new paradigm where challenging vision problems can be approached using the techniques of evolutionary computing. This methodology achieves excellent results for defining fitness functions and representations for problems by merging evolutionary computation with mathematical optimization to produce automatic creation of emerging visual behaviors.
In the first part of the book the author surveys the literature in concise form, defines the relevant terminology, and offers historical and philosophical motivations for the key research problems in the field. For researchers from the computer vision community, he offers a simple introduction to the evolutionary computing paradigm. The second part of the book focuses on implementing evolutionary algorithms that solve given problems using working programs in the major fields of low-, intermediate- and high-level computer vision.
This book will be of value to researchers, engineers, and students in the fields of computer vision, evolutionary computing, robotics, biologically inspired mechatronics, electronics engineering, control, and artificial intelligence.
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