Title :
Bilateral recovering of sharp edges on feature-insensitive sampled meshes
Author :
Wang, Charlie C.L.
Author_Institution :
Dept. of Autom. & Comput.-Aided Eng., Chinese Univ. of Hong Kong, Shatin, China
Abstract :
A variety of computer graphics applications sample surfaces of 3D shapes in a regular grid without making the sampling rate adaptive to the surface curvature or sharp features. Triangular meshes that interpolate or approximate these samples usually exhibit relatively big error around the insensitive sampled sharp features. This paper presents a robust general approach conducting bilateral filters to recover sharp edges on such insensitive sampled triangular meshes. Motivated by the impressive results of bilateral filtering for mesh smoothing and denoising, we adopt it to govern the sharpening of triangular meshes. After recognizing the regions that embed sharp features, we recover the sharpness geometry through bilateral filtering, followed by iteratively modifying the given mesh´s connectivity to form single-wide sharp edges that can be easily detected by their dihedral angles. We show that the proposed method can robustly reconstruct sharp edges on feature-insensitive sampled meshes.
Keywords :
computational geometry; edge detection; feature extraction; filtering theory; image reconstruction; mesh generation; solid modelling; 3D shapes; bilateral filtering; bilateral sharp edge recovering; bilateral sharp feature recognition; computer graphics applications; dihedral angles; feature-insensitive sampled triangular meshes; mesh denoising; mesh smoothing; sharp edge reconstruction; sharpness geometry; surface curvature; Application software; Computer errors; Computer graphics; Filtering; Filters; Noise reduction; Robustness; Sampling methods; Shape; Smoothing methods; Boundary representations; geometric algorithms; languages; systems.; Algorithms; Artificial Intelligence; Computer Graphics; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Information Storage and Retrieval; Numerical Analysis, Computer-Assisted; Pattern Recognition, Automated; Signal Processing, Computer-Assisted; User-Computer Interface;
Journal_Title :
Visualization and Computer Graphics, IEEE Transactions on
DOI :
10.1109/TVCG.2006.60