Overview -- Typical Facial Beauty Analysis -- Facial Landmark Model Designs -- Geometrics Facial Beauty Study -- Putative Ratio Rules for Facial Beauty -- Beauty Analysis Fusion Model of Texture and Geometric Features -- Optimal Feature Set for Facial Beauty Analysis -- Examination of Averageness Hypothesis on Large Database -- A New Hypothesis on Facial Beauty Perception -- Beauty Analysis by Learning Machine and Subspace Extension -- Combining a Causal Effect Criterion for Evaluation of Facial Beauty Models -- Data-Driven Facial Beauty Analysis: Prediction, Retrieval and Manipulation -- A Facial Beauty Analysis Simulation System -- Book Review and Future Work.