scholarly journals Enhanced Constrained Local Models (CLM) for Facial Feature Detection

2020 ◽  
Vol 13 (11) ◽  
pp. 3217
Author(s):  
Ayah Alsarayreh ◽  
Fatma Susilawati Mohamad
Keyword(s):  
Feature Detection ◽  
Facial Feature ◽  
Local Models ◽  
Facial Feature Detection

Fatigue Driving Facial Feature Detection Based on Lightweight Convolutional Neural Network

2021 ◽  
Author(s):  
Qing Yang ◽  
Zuojin Li ◽  
Ling Nie ◽  
Shengfu Chen ◽  
Xue Zhang ◽  
...  
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Feature Detection ◽  
Facial Feature ◽  
Facial Feature Detection ◽  
Fatigue Driving

A Review of Facial Feature Detection Algorithms

2010 ◽  
pp. 42-61
Author(s):  
Stylianos Asteriadis ◽  
Stylianos Asteriadis ◽  
Nikos Nikolaidis ◽  
Nikos Nikolaidis ◽  
Ioannis Pitas ◽  
...  
Keyword(s):  
Feature Detection ◽  
Performance Metrics ◽  
Facial Feature ◽  
Research Field ◽  
Head Pose Estimation ◽  
Expression Recognition ◽  
Facial Feature Detection ◽  
Detection Algorithms ◽  
Active Research ◽  
And Performance

Facial feature localization is an important task in numerous applications of face image analysis that include face recognition and verification, facial expression recognition, driver‘s alertness estimation, head pose estimation etc. Thus, the area has been a very active research field for many years and a multitude of methods appear in the literature. Depending on the targeted application, the proposed methods have different characteristics and are designed to perform in different setups. Thus, a method of general applicability seems to be away from the current state of the art. This chapter intends to offer an up-to-date literature review of facial feature detection algorithms. A review of the image databases and performance metrics that are used to benchmark these algorithms is also provided.

Facial feature detection using distance vector fields

2009 ◽  
Vol 42 (7) ◽  
pp. 1388-1398 ◽  
Author(s):  
Stylianos Asteriadis ◽  
Nikos Nikolaidis ◽  
Ioannis Pitas
Keyword(s):  
Vector Fields ◽  
Feature Detection ◽  
Facial Feature ◽  
Facial Feature Detection ◽  
Distance Vector
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