Title :
Efficient feature extraction for 2D/3D objects in mesh representation
Author :
Zhang, Cha ; Chen, Tsuhan
Author_Institution :
Dept. of Electr. & Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
fDate :
6/23/1905 12:00:00 AM
Abstract :
Meshes are dominantly used to represent 3D models as they fit well with graphics rendering hardware. Features such as volume, moments, and Fourier transform coefficients need to be calculated from the mesh representation efficiently. We propose an algorithm to calculate these features without transforming the mesh into other representations such as the volumetric representation. To calculate a feature for a mesh, we show that we can first compute it for each elementary shape such as a triangle or a tetrahedron, and then add up all the values for the mesh. The algorithm is simple and efficient, with many potential applications
Keywords :
Fourier transforms; feature extraction; image representation; mesh generation; rendering (computer graphics); solid modelling; 2D objects; 3D objects; Fourier transform coefficients; feature extraction; graphics rendering hardware; mesh representation; moments; volume; Computer graphics; Feature extraction; Fourier transforms; Hardware; Internet; Layout; Rendering (computer graphics); Shape; Solid modeling; Virtual reality;
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
0-7803-6725-1
DOI :
10.1109/ICIP.2001.958278