Extracting Features of the Eye Using CALM
AUTHORS:M.D. Klabbers
KEYWORDS:
ABSTRACT:
This report concerns the research on an eye-feature
extractor. In the next two chapters (chapter 2 and 3) a psychological basis
is given for recognizing facial exertions and emotions. Chapter 4 describes
a method that is developed by British Telecom Laboratories (BTL). This
method is for a small part copied in this research. One of the points on
which this research differs from the research of BTL, is the kind of neural
network used. The eye-feature extractor is based on the CALM, a neural
network with a biological/psychological background. CALM is examined in
chapter 5. In chapter 6 the workbench to train the CALM networks is described
and in chapter 7 the test results of the trained CALM networks are presented.
Finally, chapter 8 the results are discussed, concluding with some recommendations.
