Facial expression recognition using hierarchical features with deep comprehensive multipatches aggregation convolutional neural networks

S Xie, H Hu - IEEE Transactions on Multimedia, 2018 - ieeexplore.ieee.org
Facial expression recognition (FER) has long been a challenging task in computer vision. In
this paper, we propose a novel method, named deep comprehensive multipatches …

Local directional texture pattern image descriptor

AR Rivera, JR Castillo, O Chae - Pattern Recognition Letters, 2015 - Elsevier
Deriving an effective image representation is a critical step for a successful automatic image
recognition application. In this paper, we propose a new feature descriptor named Local …

Frame‐Based Facial Expression Recognition Using Geometrical Features

A Saeed, A Al-Hamadi, R Niese… - Advances in Human …, 2014 - Wiley Online Library
To improve the human‐computer interaction (HCI) to be as good as human‐human
interaction, building an efficient approach for human emotion recognition is required. These …

Spatiotemporal directional number transitional graph for dynamic texture recognition

AR Rivera, O Chae - IEEE transactions on pattern analysis and …, 2015 - ieeexplore.ieee.org
Spatiotemporal image descriptors are gaining attention in the image research community for
better representation of dynamic textures. In this paper, we introduce a dynamic-micro …

RETRACTED ARTICLE: Local Directional Maximum Edge Patterns for facial expression recognition

VU Maheswari, G Varaprasad, SV Raju - Journal of Ambient Intelligence …, 2021 - Springer
Cognitive science and neuroscience use human facial expressions of emotion. Every single
facial expression can be seen at different passions in a face space. Nowadays, facial …

Facial expression recognition with neighborhood-aware edge directional pattern (NEDP)

MTB Iqbal, M Abdullah-Al-Wadud, B Ryu… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Currently available local feature descriptors used in facial expression recognition at times
suffer from unstable feature descriptions, especially in the presence of weak and distorted …

Effects of cultural characteristics on building an emotion classifier through facial expression analysis

FAM da Silva, H Pedrini - Journal of Electronic Imaging, 2015 - spiedigitallibrary.org
Facial expressions are an important demonstration of humanity's humors and emotions.
Algorithms capable of recognizing facial expressions and associating them with emotions …

Novel directional patterns and a Generalized Supervised Dimension Reduction System (GSDRS) for facial emotion recognition

AS Alphonse, D Dharma - Multimedia Tools and Applications, 2018 - Springer
This paper presents two novel directional patterns, a Maximum Response-based Directional
Texture Pattern (MRDTP) and a Maximum Response-based Directional Number Pattern …

Recognition of occluded facial expressions based on CENTRIST features

JYR Cornejo, H Pedrini - 2016 IEEE International Conference …, 2016 - ieeexplore.ieee.org
Emotion recognition based on facial expressions plays an important role in numerous
applications, such as affective computing, behavior prediction, human-computer …

Facial expression recognition on partial facial sections

R Melaugh, N Siddique, S Coleman… - … Symposium on Image …, 2019 - ieeexplore.ieee.org
Research by psychologists have shown that subjects had a preference for a side of a face
when it was expressing emotions. This paper seeks to find what accuracies can be attained …