Comparison between geometry-based and gabor-wavelets-based facial expression recognition using multi-layer perceptron

Z Zhang, M Lyons, M Schuster… - … and gesture recognition, 1998 - ieeexplore.ieee.org
… Turk and Pentland [20] represent face images by eigen… face images in order to recognize
facial expressions. The first type is the geometric positions of a set of fiducial points on a face. …

Feature-based facial expression recognition: Sensitivity analysis and experiments with a multilayer perceptron

Z Zhang - … journal of pattern recognition and Artificial Intelligence, 1999 - World Scientific
… Finally, we investigate the significance of image scales for facial expression recognition in …
for facial expression recognition. On the other hand, the first layer of our multilayer perceptron

Feature-based facial expression recognition: Experiments with a multi-layer perceptron

Z Zhang - 1998 - inria.hal.science
… a facial expression in order to achieve a good recognition rate. The importance of each
individual fiducial point to facial expression recognition … scales for facial expression recognition in …

Facial expression recognition based on a mlp neural network using constructive training algorithm

H Boughrara, M Chtourou, C Ben Amar… - Multimedia Tools and …, 2016 - Springer
… constructive training algorithm for Multi Layer Perceptron (MLP) applied to facial expression
Multi Layer Perceptron MLP architecture has been used as a classifier of facial expressions. …

Realtime facial expression recognition using active appearance model and multilayer perceptron

HC Choi, SY Oh - 2006 SICE-ICASE International Joint …, 2006 - ieeexplore.ieee.org
facial expression recognition using an active appearance model with an efficient second
order minimization algorithm as a tracking module and the MLP neural network as a recognition

Facial expression recognition via deep learning

X Zhao, X Shi, S Zhang - IETE technical review, 2015 - Taylor & Francis
… , by combining DBNs with multi-layer perceptron (MLP), a new method of facial … for facial
expression recognition, in this paper we present a new method of facial expression recognition

Intelligent pixels of interest selection with application to facial expression recognition using multilayer perceptron

T Danisman, IM Bilasco, J Martinet, C Djeraba - Signal Processing, 2013 - Elsevier
… This paper presents an automatic way to discover pixels in a face image that improves the
facial expression recognition results. Main contribution of our study is to provide a practical …

[PDF][PDF] Facial expression recognition using artificial neural networks

M Gargesha, P Kuchi, IDK Torkkola - Artif Neural Comput Syst, 2002 - Citeseer
… in performing expression recognition. We analyze seven basic types of human expressions
– … feature extraction step, and a classification step that employs Multi Layer Perceptrons and …

Multi-features Based Multi-layer Perceptron for Facial Expression Recognition System

S Sureddy, J Jacob - … International Conference on Image Processing and …, 2022 - Springer
… the characteristics for facial emotion detection. The characteristic detection stage will provide
input as pixel info to crops into the ResNet-50 network and crash the fully connected layers. …

Convolutional neural networks based method for improving facial expression recognition

TA Rashid - Intelligent Systems Technologies and Applications …, 2016 - Springer
… This research uses convolutional neural network to classify facial emotions and it adds … that
can recognize facial expression in static images. 2) Two thoroughly facial data sets are used …