3D Surface Reconstruction is popular PDF and ePub book, written by Francesco Bellocchio in 2012-10-28, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, 3D Surface Reconstruction can be Read Online from any device for your convenience.
3D Surface Reconstruction Book PDF Summary
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.
Detail Book of 3D Surface Reconstruction PDF
- Author : Francesco Bellocchio
- Release : 28 October 2012
- Publisher : Springer Science & Business Media
- ISBN : 9781461456322
- Genre : Computers
- Total Page : 167 pages
- Language : English
- PDF File Size : 16,5 Mb
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