3D Surface Reconstruction Multi-Scale Hierarchical Approaches /

• Κύριοι συγγραφείς: Bellocchio, Francesco (Συγγραφέας), Borghese, N. Alberto (Συγγραφέας), Ferrari, Stefano (Συγγραφέας), Piuri, Vincenzo (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York : Imprint: Springer, 2013.
• Θέματα: Computer science.; Computer communication systems.; Artificial intelligence.; Computer graphics.; Image processing.; Computer Science.; Image Processing and Computer Vision.; Artificial Intelligence (incl. Robotics).; Information Systems Applications (incl. Internet).; Computer Communication Networks.; Computer Imaging, Vision, Pattern Recognition and Graphics.

3D Surface Reconstruction: Multi-Scale Hierarchical Approaches presents methods to model 3D objects in an incremental way so as to capture more finer details at each step. The configuration of the model parameters, the rationale and solutions are described and discussed in detail so the reader has a...

Πίνακας περιεχομένων:

• Introduction
• Scanner systems
• Reconstruction
• Surface fitting as a regression problem
• Hierarchical Radial Basis Functions Networks
• Hierarchical Support Vector Regression
• Conclusion.