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3D feature plots of the HL-FER after applying LDA at the first level for the three expression-categories such as lips-based, lips-eyes-based, or lips-eyes-forehead-based expressions on Yale B dataset for six different types of facial expressions. It can be seen that at the first level, the HL-FER achieved 100% classification rate in expressions categories classification.
