Title
A Multiresolution Approach to Model-Based 3-D Surface Quality Inspection.
Abstract
We propose a novel model-based surface approximation method for three-dimensional (3-D) surface quality inspection that combines a machine learning approach with multiresolution paradigms. Acceptable surface deviations are modeled by learning a number of 3-D measurements of tolerance samples. At the same time, areas with high surface details are hierarchically refined, allowing an improved spatial...
Year
DOI
Venue
2016
10.1109/TII.2016.2585982
IEEE Transactions on Industrial Informatics
Keywords
Field
DocType
Solid modeling,Surface treatment,Three-dimensional displays,Inspection,Computational modeling,Data models,Deformable models
Computer vision,Data modeling,Curvature,Computer science,Spatial localization,Algorithm,Real-time computing,Artificial intelligence,Solid modeling,Eigendecomposition of a matrix,Point cloud,Computation
Journal
Volume
Issue
ISSN
12
4
1551-3203
Citations 
PageRank 
References 
2
0.40
13
Authors
2
Name
Order
Citations
PageRank
Sebastian von Enzberg171.96
Ayoub Al-Hamadi247467.09