DocumentCode :
1973377
Title :
Virtual object deformations using attributed boundary model
Author :
Cheng, Tzong-Ming ; Yang, Chia-Cheng
Author_Institution :
Dept. of Ind. Eng. & Manage., Chaoyang Univ. of Technol., Taichung, Taiwan
fYear :
2005
fDate :
1-2 Aug. 2005
Firstpage :
295
Lastpage :
300
Abstract :
Virtual reality may provide reliable simulation for object interactions, when embedding virtual objects with artificial attributes to emulated physical and mechanical properties. This paper presents an attributed boundary model (ABM) that emulates realtime and realistic deformations for VR applications. In the ABM, the physical, mechanical, topological and geometrical properties of the solid are extracted and packed into a set of attribute matrices that generate equivalent displacements for its boundary model upon contact with other virtual objects. The attribute matrices are created by training the back propagation artificial neural network with displacement data provided by finite element method (FEM). These matrices are then encoded into the deformation behavioral module for the VR engine to perform realtime interactions in the virtual space. Implementations are built on Virtools using XEON PC with nVIDIA Quadro4 display device. The result shows that the speed of the animation is better than 30 FPS and the deviation from calculation is less than 1%.
Keywords :
backpropagation; deformation; finite element analysis; mechanical engineering computing; neural nets; virtual reality; attribute matrices; attributed boundary model; back propagation artificial neural network; finite element method; virtual object deformations; virtual reality; Animation; Artificial neural networks; Data mining; Deformable models; Displays; Engines; Finite element methods; Mechanical factors; Solid modeling; Virtual reality;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automation Science and Engineering, 2005. IEEE International Conference on
Print_ISBN :
0-7803-9425-9
Type :
conf
DOI :
10.1109/COASE.2005.1506785
Filename :
1506785
Link To Document :
بازگشت