Variational Regularization of 3D Data Experiments with MATLAB® /

• Κύριοι συγγραφείς: Montegranario, Hebert (Συγγραφέας), Espinosa, Jairo (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York : Imprint: Springer, 2014.
• Σειρά: SpringerBriefs in Computer Science,
• Θέματα: Computer science.; Computer science > Mathematics.; Computer simulation.; Image processing.; Computer Science.; Image Processing and Computer Vision.; Math Applications in Computer Science.; Simulation and Modeling.

Variational Regularization of 3D Data provides an introduction to variational methods for data modelling and its application in computer vision. In this book, the authors identify interpolation as an inverse problem that can be solved by Tikhonov regularization. The proposed solutions are generaliza...

Πίνακας περιεχομένων:

• 3D Data in Computer vision and technology
• Function Spaces and Reconstruction
• Variational methods
• Interpolation: From one to several variables
• Functionals and their physical interpretations
• Regularization and inverse theory
• 3D Interpolation and approximation
• Radial basis functions.