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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Olague, Gustavo (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Colección:Natural Computing Series,
Temas:
Image processing-Digital techniques.
Computer vision.
Computational intelligence.
Artificial intelligence.
Computer science.
Evolution (Biology).
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computational Intelligence.
Artificial Intelligence.
Theory of Computation.
Evolutionary Biology.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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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