Single Layer Perceptron

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I need to implement single layer perceptron algorithm for facial imagesin Opencv. I have the gaussian values for training .
Can someone help with how to proceed ?

Posted 21-Jun-12 21:59pm

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Richard MacCutchan · Answer 1 · 2012-06-21T23:13:00

Solution 1

Try a Google search, there are lots of articles and samples around.

Posted 21-Jun-12 23:13pm

Richard MacCutchan

BupeChombaDerrick · Answer 2 · 2012-06-23T13:08:00

First and for most, do you want to do facial recognition with single layer perceptron? single layer perceptrons are not a good idea for such classification based applications. And you need to come up with appropriate features such as gabor coefficients(I don't know if gaussian values are okay) for that,compute these features and train a multi-layer perceptron using back -propagation agorithm.

see http://research.microsoft.com/en-us/um/people/zhang/papers/ijprai.pdf[^]

As for OpenCv http://opencv.willowgarage.com/documentation/cpp/neural_networks.html[^] see these documentations to help you with the implementation of the your neural network.

I assumed you wanted facial recognition and not "facial image in openCV".

Glad to help :)