I am a student of pattern classification. My course basically covers material 
from the classical "Pattern Recognition" text by Duda and Hart excluding neural 
networks.

I have a problem which I need to solve. I am not asking for a solution but 
some tips on how to get started on this.

I have a couple of images. In each image there may be at most 2 classes. For 
each image I need to design a classifier to seperate the object and 
background. Please note that there could be a single class or 2 classes - 
which is unknown.

Any tips on how to get started on this using Matlab would be appreciated.

Thanks a lot in advance.

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