Check nearby libraries
Buy this book
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.
Check nearby libraries
Buy this book
Subjects
Computer science, Artificial intelligence, Computer vision, Computer graphics, Three-dimensional display systems, Information Systems Applications (incl. Internet), Artificial Intelligence (incl. Robotics), Computer Communication Networks, Image Processing and Computer Vision, Computer Imaging, Vision, Pattern Recognition and GraphicsShowing 3 featured editions. View all 3 editions?
Edition | Availability |
---|---|
1
3D Surface Reconstruction: Multi-Scale Hierarchical Approaches
Nov 09, 2014, Springer
paperback
1493901176 9781493901173
|
aaaa
Libraries near you:
WorldCat
|
2
3D Surface Reconstruction: Multi-Scale Hierarchical Approaches
2012, Springer London, Limited
in English
1461456320 9781461456322
|
zzzz
Libraries near you:
WorldCat
|
3
3D Surface Reconstruction: Multi-Scale Hierarchical Approaches
Oct 29, 2012, Springer, Brand: Springer
hardcover
1461456312 9781461456315
|
zzzz
Libraries near you:
WorldCat
|
Book Details
Edition Notes
Source title: 3D Surface Reconstruction: Multi-Scale Hierarchical Approaches
Classifications
The Physical Object
ID Numbers
Community Reviews (0)
Feedback?History
- Created May 1, 2020
- 2 revisions
Wikipedia citation
×CloseCopy and paste this code into your Wikipedia page. Need help?
October 5, 2021 | Edited by ImportBot | import existing book |
May 1, 2020 | Created by ImportBot | Imported from amazon.com record |