Efficient facial representations for age, gender and identity recognition in organizing photo albums using multi-output ConvNet

This paper is focused on the automatic extraction of persons and their attributes (gender, year of born) from album of photos and videos. A two-stage approach is proposed in which, firstly, the convolutional neural network simultaneously predicts age/gender from all photos and additionally extracts...

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Bibliographic Details
Main Author: Andrey V. Savchenko
Format: Article
Language:English
Published: PeerJ Inc. 2019-06-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-197.pdf