• 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