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
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;
Journal_Title :
Visualization and Computer Graphics, IEEE Transactions on
DOI :
10.1109/TVCG.2007.19