Advances and Applications of Optimised Algorithms in Image Processing

• Κύριοι συγγραφείς: Oliva, Diego (Συγγραφέας), Cuevas, Erik (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Intelligent Systems Reference Library, 117
• Θέματα: Engineering.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Signal, Image and Speech Processing.; Artificial Intelligence (incl. Robotics).

This book presents a study of the use of optimization algorithms in complex image processing problems. The problems selected explore areas ranging from the theory of image segmentation to the detection of complex objects in medical images. Furthermore, the concepts of machine learning and optimizati...

Πίνακας περιεχομένων:

• An introduction to machine learning
• Optimization
• Electromagnetism – Like Optimization Algorithm: An Introduction
• Digital image segmentation as an optimization problem
• Template matching using a physical inspired algorithm.-Detection of circular shapes in digital images
• A medical application: Blood cell segmentation by circle detection
• An EMO Improvement: Opposition-Based Electromagnetism-Like for Global Optimization.