深度学习AI美颜系列----美妆论文合集

本文总结目前美妆相关的论文资料,如下所示:

2009--- Adaptive Digital Makeup

2009--- Digital Face Makeup by Example

2012--- Digital Makeup Face Generation

2012--- Sense Beauty via Face, Dressing, and/or Voice

2012--- Facial makeup detection using hsv color space and texture analysis

2015--- Simulating Makeup through Physics-based Manipulation of Intrinsic Image Layers

2015---  Framework for Automatic Face Makeup Rendering for Fixing Flaws in Images

2016--- Makeup Like a Superstar: Deep Localized Makeup Transfer Network

2016--- Detecting Facial Retouching Using Supervised Deep Learning

2016--- Beauty eMakeup: a Deep Makeup Transfer System

2016--- A New Digital Face Makeup Method 

2017--- Smart Mirror: Intelligent Makeup Recommendation and Synthesis

2017--- Examples-Rules Guided Deep Neural Network for Makeup Recommendation

2018--- Deep Learning for Virtual Makeup: Transfer, Recommendation and Removal

2018--- PairedCycleGAN: Asymmetric Style Transfer for Applying and Removing Makeup

2018--- BeautyGlow: On-Demand Makeup Transfer Framework with Reversible Generative Network

2018--- BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network

2019--- Adaptive Makeup Transfer via Bat Algorithm

这里要注意的是最后三篇,其中BeautyGAN很引人注目,主要原因是美颜相机2018年出的“超清人像功能”,效果令人惊叹,据说是利用自研的这个BeautyGAN网络实现的,效果如下:

后续还会持续更新。。。

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转载自blog.csdn.net/Trent1985/article/details/88891919