Mutual Information Theory for Adaptive Mixture Models
Many pattern recognition systems need to estimate an underlying probability density function (pdf). Mixture models are commonly used for this purpose in which an underlying pdf is estimated by a finite mixing of distributions. The basic computational element of a density mixture model is a component...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
2001-04.
|
| Subjects: | |
| Online Access: | Get fulltext |