Learning CNNs from weakly annotated facial images

作者：

Highlights：

• Celebrity images can be automatically annotated by age, gender and identity.

• New database of 300 k face images annotated by age, gender and identity

• Algorithm for learning convolutional networks from weakly annotated images

摘要

•Celebrity images can be automatically annotated by age, gender and identity.•New database of 300 k face images annotated by age, gender and identity•Algorithm for learning convolutional networks from weakly annotated images

论文关键词：Convolution neural networks,EM algorithm,Face recognition,Age and gender prediction,Weak annotations

论文评审过程：Received 16 September 2017, Revised 6 April 2018, Accepted 26 June 2018, Available online 2 July 2018, Version of Record 20 July 2018.

论文官网地址：https://doi.org/10.1016/j.imavis.2018.06.011