Computer Models for Facial Beauty Analysis
暫譯: 面部美學分析的電腦模型
David Zhang
- 出版商: Springer
- 出版日期: 2018-04-22
- 售價: $4,600
- 貴賓價: 9.5 折 $4,370
- 語言: 英文
- 頁數: 284
- 裝訂: Paperback
- ISBN: 3319813234
- ISBN-13: 9783319813233
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商品描述
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 to implement 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.
商品描述(中文翻譯)
本書涵蓋了電腦化面部美學分析的關鍵進展,重點在於數據驅動的研究和定量實驗的結果。它朝著實用的面部美學分析邁出了重要的一步,提出了更可靠和穩定的面部特徵用於美學分析,並設計了新的模型、方法、演算法和方案,同時實現了一個面部美學分析和美化系統。本書還通過使用計算效率高的數學模型和演算法,特別是基於大型數據庫的可重複實驗,測試了一些先前假定的面部美學分析規則和模型。
本書的第一部分提供了面部美學分析的概述。面部美學分析的基礎,即面部美學特徵,在第二部分中介紹。第三部分描述了有關面部美學的假設,而第四部分則定義了數據驅動的面部美學分析模型。本書最後由作者解釋如何實現他們的新面部美學分析系統。
本書旨在為從事面部美學分析、計算機視覺、人機介面、模式識別和生物識別領域的研究人員、專業人士和研究生提供參考。從事跨學科領域的人士也會發現內容有用。美學分析的理念、方法和結論對研究人員來說是有價值的,而系統的設計和實現可以作為從業者和工程師的模型。