Computer Models for Facial Beauty Analysis

Part I. Introduction

1. Overview
David Zhang, Fangmei Chen, Yong Xu

2. Typical Facial Beauty Analysis
David Zhang, Fangmei Chen, Yong Xu

Part II. Facial Images and Features

3. Facial Landmark Model Design
David Zhang, Fangmei Chen, Yong Xu

4. Geometrics Facial Beauty Study
David Zhang, Fangmei Chen, Yong Xu

5. Putative Ratio Rules for Facial Beauty Indexing
David Zhang, Fangmei Chen, Yong Xu

6. Beauty Analysis Fusion Model of Texture and Geometric Features
David Zhang, Fangmei Chen, Yong Xu

7. Optimal Feature Set for Facial Beauty Analysis
David Zhang, Fangmei Chen, Yong Xu

Part III. Hypotheses on Facial Beauty Perception

8. Examination of Averageness Hypothesis on Large Database
David Zhang, Fangmei Chen, Yong Xu

9. A New Hypothesis on Facial Beauty Perception
David Zhang, Fangmei Chen, Yong Xu

Part IV. Computational Models of Facial Beauty

10. Beauty Analysis by Learning Machine and Subspace Extension
David Zhang, Fangmei Chen, Yong Xu

11. Combining a Causal Effect Criterion for Evaluation of Facial Beauty Models
David Zhang, Fangmei Chen, Yong Xu

12. Data-Driven Facial Beauty Analysis: Prediction, Retrieval and Manipulation
David Zhang, Fangmei Chen, Yong Xu

Part V. Application System

13. A Facial Beauty Analysis Simulation System
David Zhang, Fangmei Chen, Yong Xu

14. Book Review and Future Work
David Zhang, Fangmei Chen, Yong Xu

Keywords: Computer Science, Image Processing and Computer Vision, Biometrics, Pattern Recognition, Multimedia Information Systems