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Hidden Markov model (HMM) methods. Convolution Neural Network SOM learning based CNN methods . 1. EMBEDDED HIDDEN MARKOV MODEL (HMM): For frontal views the significant facial features appear in a natural order from top to bottom (forehead, eyes, nose, and mouth) and from left to right (e.g. left eye, right eye).

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