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Evolutionary Computer Vision The First Footprints /

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 problem...

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Main Author: Olague, Gustavo. (Author, http://id.loc.gov/vocabulary/relators/aut)
Corporate Author: SpringerLink (Online service)
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
Edition:1st ed. 2016.
Series:Natural Computing Series,
Subjects:
Optical data processing.
Computational intelligence.
Artificial intelligence.
Computers.
Evolutionary biology.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computational Intelligence.
Artificial Intelligence.
Theory of Computation.
Evolutionary Biology.
Online Access:https://doi.org/10.1007/978-3-662-43693-6
Table of Contents:
  • Introduction
  • Vision and Evolution: The State of the Art
  • Evolutionary Computing
  • Accurate Modeling of Image Features Using Evolutionary Computing
  • Evolutionary Synthesis of Interest Point Detectors Through Genetic Programming
  • The Honeybee Search Algorithm
  • Multiobjective Sensor Planning for Accurate Reconstruction
  • Evolutionary Visual Learning with Linear Genetic Programming
  • Evolutionary Synthesis of Feature Descriptor Operators with Genetic Programming
  • Summary and Conclusions
  • App. A, Camera Calibration and Stereoscopic Vision
  • Glossary
  • Index.

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