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Books > Computing & IT > General theory of computing
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Evolutionary Computer Vision - The First Footprints (Paperback, Softcover reprint of the original 1st ed. 2016)
Loot Price: R1,446
Discovery Miles 14 460
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Evolutionary Computer Vision - The First Footprints (Paperback, Softcover reprint of the original 1st ed. 2016)
Series: Natural Computing Series
Expected to ship within 18 - 22 working days
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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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