Multi-objective differential evolution for feature selection in facial expression recognition systems

U Mlakar, I Fister, J Brest, B Potočnik - Expert Systems with Applications, 2017 - Elsevier
… This paper proposes an efficient feature selection system applied to a Facial Expression
Recognition (FER) … Our proposed Facial Expression Recognition algorithm using advanced …

Feature selection for facial expression recognition

P Li, SL Phung, A Bouzerdom… - 2010 2nd European …, 2010 - ieeexplore.ieee.org
… There are several facial expressions that reflect distinctive … Accurate recognition of these
activities via facial image … and selection of salient features for facial expression recognition. We …

Application of NSGA-II to feature selection for facial expression recognition

H Soyel, U Tekguc, H Demirel - Computers & Electrical Engineering, 2011 - Elsevier
… and applied to handwritten word recognition in [17]. In this paper, we propose a feature
selection method, for 3D feature distance based facial expression recognition, with the use of …

Feature extraction and feature selection for emotion recognition using facial expression

D Choudhary, J Shukla - 2020 IEEE sixth international …, 2020 - ieeexplore.ieee.org
… Abstract—Facial expressions play a significant role in describing … Facial Expression
Recognition (FER) has received … , a small feature set is used for the extraction of facial features for …

[PDF][PDF] Feature Selection Mechanism in CNNs for Facial Expression Recognition.

S Zhao, H Cai, H Liu, J Zhang, S Chen - BMVC, 2018 - bmvc2018.org
… of face geometry and facial appearance. In this paper, we propose a feature selection network
(… extract and filter facial features by embedding a feature selection mechanism inside the …

Automatic facial expression recognition: feature extraction and selection

SM Lajevardi, ZM Hussain - Signal, Image and video processing, 2012 - Springer
feature extraction and feature selection methods as well as classification methods for automatic
facial expression recognitionface detection, facial detection, feature extraction, selection

Features selection for facial expression recognition

AA Ewees, HA ElLaban… - 2019 10th International …, 2019 - ieeexplore.ieee.org
… In computer vision, facial expressions recognition refers to analyze facial feature changes …
for features selection to help real-time systems for recognizing facial expression of the student. …

A genetic programming-based feature selection and fusion for facial expression recognition

H Ghazouani - Applied Soft Computing, 2021 - Elsevier
features. In this work, we propose a genetic programming framework for feature selection and
fusion for facial expression recognition, which … layers (feature selection, feature fusion and …

Feature selection for facial expression recognition based on optimization algorithm

SM Lajevardi, ZM Hussain - 2009 2nd International Workshop …, 2009 - ieeexplore.ieee.org
… approach to feature selection from image sequences and applies it to the facial expression …
image sequences and detects frames with maximum intensity of facial expression. The …

Three-phases hybrid feature selection for facial expression recognition

O Sidhom, H Ghazouani, W Barhoumi - The Journal of Supercomputing, 2024 - Springer
… recursive feature elimination to further refine feature selection. Finally, in the third phase,
we utilize the XGBoost feature selection algorithm to identify the optimal subset of features. To …