Approaching human level facial landmark localization by deep learning

Image Vision Comput.(2016)

引用 130|浏览82
暂无评分
摘要
In this paper we present our solution to the 300 Faces in the Wild Facial Landmark Localization Challenge. We demonstrate how to achieve very competitive localization performance with a simple deep learning based system. Human study is conducted to show that the accuracy of our system has been very close to human performance. We discuss how this finding would affect our future direction to improve our system. We show how to achieve state-of-the-art facial landmark localization by CNN.The system's performance is improved by deeper network.We show our system's performance is close to human.
更多
查看译文
关键词
Facial landmark localization,Deep learning,Convolutional neural network
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要