Learning Rates

Fuzzy Learning RatesThere are three types of learning rates:

  • Constant Learning Rates

In this case, learning rates are the same for all the pixels over time

  • Statistical Learning Rates

Statistical learning rates have values which depends of the statistical properties of the each pixels.

Fuzzy learning rates have values which depends on the membership values of the pixel to the class background or foreground.