3D Surface Reconstruction

Multi-Scale Hierarchical Approaches

Nonfiction, Computers, Advanced Computing, Artificial Intelligence, Application Software, Computer Graphics, General Computing
Cover of the book 3D Surface Reconstruction by Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri, Springer New York
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri ISBN: 9781461456322
Publisher: Springer New York Publication: October 28, 2012
Imprint: Springer Language: English
Author: Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri
ISBN: 9781461456322
Publisher: Springer New York
Publication: October 28, 2012
Imprint: Springer
Language: English

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 strong understanding of the methodology. Modeling starts from data captured by 3D digitizers and makes the process even more clear and engaging.

Innovative approaches, based on two popular machine learning paradigms, namely Radial Basis Functions and the Support Vector Machines, are also introduced. These paradigms are innovatively extended to a multi-scale incremental structure, based on a hierarchical scheme. The resulting approaches allow readers to achieve high accuracy with limited computational complexity, and makes the approaches appropriate for online, real-time operation. Applications can be found in any domain in which regression is required.

3D Surface Reconstruction: Multi-Scale Hierarchical Approaches is designed as a secondary text book or reference for advanced-level students and researchers in computer science. This book also targets practitioners working in computer vision or machine learning related fields.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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 strong understanding of the methodology. Modeling starts from data captured by 3D digitizers and makes the process even more clear and engaging.

Innovative approaches, based on two popular machine learning paradigms, namely Radial Basis Functions and the Support Vector Machines, are also introduced. These paradigms are innovatively extended to a multi-scale incremental structure, based on a hierarchical scheme. The resulting approaches allow readers to achieve high accuracy with limited computational complexity, and makes the approaches appropriate for online, real-time operation. Applications can be found in any domain in which regression is required.

3D Surface Reconstruction: Multi-Scale Hierarchical Approaches is designed as a secondary text book or reference for advanced-level students and researchers in computer science. This book also targets practitioners working in computer vision or machine learning related fields.

More books from Springer New York

Cover of the book Multivariate Methods of Representing Relations in R for Prioritization Purposes by Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri
Cover of the book A Practitioner's Guide to Prescribing Antiepileptics and Mood Stabilizers for Adults with Intellectual Disabilities by Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri
Cover of the book Communimetrics by Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri
Cover of the book Calculus Without Derivatives by Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri
Cover of the book Restless Legs Syndrome/Willis Ekbom Disease by Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri
Cover of the book Length-Scale Dependent Phonon Interactions by Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri
Cover of the book Symmetry by Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri
Cover of the book The Social Psychology of Facial Appearance by Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri
Cover of the book Mindful Parenting by Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri
Cover of the book Male Infertility by Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri
Cover of the book Duverger's Law of Plurality Voting by Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri
Cover of the book Transport Properties of Molecular Junctions by Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri
Cover of the book Mitochondria as Targets for Phytochemicals in Cancer Prevention and Therapy by Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri
Cover of the book Children’s Peer Relations: Issues in Assessment and Intervention by Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri
Cover of the book Stearoyl-CoA Desaturase Genes in Lipid Metabolism by Francesco Bellocchio, N. Alberto Borghese, Stefano Ferrari, Vincenzo Piuri
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy