Evolutionary Computer Vision The First Footprints /

• Κύριος συγγραφέας: Olague, Gustavo (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
• Σειρά: Natural Computing Series,
• Θέματα: 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...

Πίνακας περιεχομένων:

• 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.