Computer Models for Facial Beauty Analysis, Softcover reprint of the original 1st ed. 2016
Langue : Anglais
Auteurs : Zhang David, Chen Fangmei, Xu Yong
This book covers the key advances in computerized facial beauty analysis, with an emphasis on data-driven research and the results of quantitative experiments. It takes a big step toward practical facial beauty analysis, proposes more reliable and stable facial features for beauty analysis and designs new models, methods, algorithms and schemes while implementing a facial beauty analysis and beautification system. This book also tests some previous putative rules and models for facial beauty analysis by using computationally efficient mathematical models and algorithms, especially large scale database-based and repeatable experiments.
The first section of this book provides an overview of facial beauty analysis. The base of facial beauty analysis, i.e., facial beauty features, is presented in part two. Part three describes hypotheses on facial beauty, while part four defines data-driven facial beauty analysis models. This book concludes with the authors explaining how toimplement their new facial beauty analysis system.
This book is designed for researchers, professionals and post graduate students working in the field of facial beauty analysis, computer vision, human-machine interface, pattern recognition and biometrics. Those involved in interdisciplinary fields with also find the contents useful. The ideas, means and conclusions for beauty analysis are valuable for researchers and the system design and implementation can be used as models for practitioners and engineers.
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.
Focuses on well-defined metric and quantitative procedures, with data-driven research Examines standard rules of facial beauty analytics to demonstrate their validity Includes the designs for a new facial beauty analysis system Includes supplementary material: sn.pub/extras
Date de parution : 04-2018
Ouvrage de 268 p.
15.5x23.5 cm
Date de parution : 04-2016
Ouvrage de 268 p.
15.5x23.5 cm
Thème de Computer Models for Facial Beauty Analysis :
Mots-clés :
Facial beauty analysis; Computer models for facial beauty analysis; Facial landmark models; Facial hypotheses; Beauty associated facial features; Putative ratio rules for beauty analysis; Face beautification; Facial geometric features; Facial texture features; Face skin beautification; Facial beauty analysis system
© 2024 LAVOISIER S.A.S.