An Empirical Study of Dimensional Reduction Techniques for Facial Action Units Detection

Zhuo Hui, Wen-Sheng Chu

Biologically inspired features, such as Gabor filters, result in very high dimensional measurement. Does reducing the dimensionality of the feature space afford advantages beyond c…