Evolutionary Computer Vision The First Footprints /

• Main Author: Olague, Gustavo (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
• Series: Natural Computing Series,
• Subjects: Computer science.; Computers.; Artificial intelligence.; Computer graphics.; Evolutionary biology.; Computational intelligence.; Computer Science.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Theory of Computation.; Evolutionary Biology.

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...

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.