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Independent component analysis (ICA) , , a specific case of sparse coding when constraining the number of basis functions to equal the feature dimension, also shows similar response properties with simple cells in visual cortex and achieves success in face recognition and action recognition .

https://www.sciencedirect.com/science/article/pii/S0020025514000036

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Recognizing Facial Actions by Combining Geometric Features ...

Gabor wavelet representation and independent component analysis. All of these systems [1, 7, 11] used a manual step to align the input images with a standard face image using the center of the eyes and mouth. In our previous system [21], multi-state face and facial component models are proposed for tracking and...

www.ri.cmu.edu/pub_files/pub2/tian_ying_li_2001_1/tian_ying_li_2001_1.pdf

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