A Neural Network Model for Simulating Cloth Texture Deformation
This study describes a method to simulate cloth texture deformation using a neural network model. The cloth texture may be represented by its texture colors, positions and its topological structures. In addition, the relationship between the texture colors can be deduced based on the smooth texture and the two and three dimensional texture deformation are correspondingly concerned. A multilayered single direction neural network model is adopted to numerically represent the cloth texture for the purpose of speeding up the simulation. The color values of the points on the cloth deformed curved surface can be calculated with such neural network model. The experimental results show that such method is efficient and executable for the regularized texture deformation.
texture color value neural network deformation
Zhihong ZHAO
Electronic and automation department Nanjing Institute of Industry Technology Nanjing, China College of Information and Engineering, DONG HUA University Shanghai, China zhaozh@niit.edu.cn
国际会议
哈尔滨
英文
445-448
2011-01-18（万方平台首次上网日期，不代表论文的发表时间）