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Face Detection using the Viola-Jones Method

CS 175, Fall 2007 Padhraic Smyth Department of Computer Science University of California, Irvine. Face Detection using the Viola-Jones Method. Outline. Viola Jones face detection algorithm State-of-the-art face detector MATLAB code available for CS 175 for implementing this algorithm

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A simple classifier

A simple classifier. Ridge regression A variation on standard linear regression Adds a “ridge” term that has the effect of “smoothing” the weights Equivalent to training a linear network with weight decay. A “Strong” Classifier: SNoW– Sparse Network of Winnows.

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