Evolutionary Computer Vision

The First Footprints

Autor: GUSTAVO OLAGUE

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Legare: Carte broșată

Editura: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Disponibilitate: În depozitul extern

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This book explains the theory and application of evolutionary computer vision, a new paradigm where...

Informații despre carte

Autor

GUSTAVO OLAGUE

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2018

Pagini

411

EAN

9783662568743

ISBN

9783662568743

Enbook ID

19433801

Editura

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Greutate

664

Dimensiuni

155 x 235 x 24

Descriere completă

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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Evolutionary Computer Vision

The First Footprints

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