Applications of stochastic texture field models to image processing
Abstract
A survey is presented of the Julesz, Autoregressive, and Linear Programming stochastic texture field models. Results of visual texture discrimination experiments are given, along with examples of the application of these models to texture synthesis and analysis.
- Publication:
-
IEEE Proceedings
- Pub Date:
- May 1981
- Bibcode:
- 1981IEEEP..69..542P
- Keywords:
-
- Image Processing;
- Mathematical Models;
- Stochastic Processes;
- Textures;
- Visual Discrimination;
- Autoregressive Processes;
- Covariance;
- Linear Programming;
- Pattern Recognition;
- Statistical Analysis;
- Visual Perception;
- Instrumentation and Photography