DocumentCode
831334
Title
Robust Feature Classification and Editing
Author
Lai, Yu-Kun ; Zhou, Qian-Yi ; Hu, Shi-Min ; Wallner, Johannes ; Pottmann, Helmut
Author_Institution
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing
Volume
13
Issue
1
fYear
2007
Firstpage
34
Lastpage
45
Abstract
Sharp edges, ridges, valleys, and prongs are critical for the appearance and an accurate representation of a 3D model. In this paper, we propose a novel approach that deals with the global shape of features in a robust way. Based on a remeshing algorithm which delivers an isotropic mesh in a feature-sensitive metric, features are recognized on multiple scales via integral invariants of local neighborhoods. Morphological and smoothing operations are then used for feature region extraction and classification into basic types such as ridges, valleys, and prongs. The resulting representation of feature regions is further used for feature-specific editing operations
Keywords
computational geometry; feature extraction; image classification; mesh generation; solid modelling; 3D model representation; feature classification; feature editing; feature region extraction; remeshing algorithm; Computer vision; Feature extraction; Robustness; Rough surfaces; Shape; Smoothing methods; Solid modeling; Surface fitting; Surface morphology; Surface roughness; Feature sensitivity; feature classification; feature editing.; feature extraction; morphology; remeshing; Algorithms; Artificial Intelligence; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Information Storage and Retrieval; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity;
fLanguage
English
Journal_Title
Visualization and Computer Graphics, IEEE Transactions on
Publisher
ieee
ISSN
1077-2626
Type
jour
DOI
10.1109/TVCG.2007.19
Filename
4015396
Link To Document