Face Recognition: From Traditional to Deep Learning Methods

Code

• github.com/zachzhu2016/thermal-face-recognition
  pytorch★ 0
• github.com/zachzhu2016/Spectraface
  pytorch★ 0

Abstract

Starting in the seventies, face recognition has become one of the most researched topics in computer vision and biometrics. Traditional methods based on hand-crafted features and traditional machine learning techniques have recently been superseded by deep neural networks trained with very large datasets. In this paper we provide a comprehensive and up-to-date literature review of popular face recognition methods including both traditional (geometry-based, holistic, feature-based and hybrid methods) and deep learning methods.

Tasks

Reproductions