Self-supervised learning of person-specific facial dynamics for automatic personality recognition
This article aims to solve two important issues that frequently occur in existing automatic
personality analysis systems: 1. Attempting to use very short video segments or even single …
personality analysis systems: 1. Attempting to use very short video segments or even single …
Computational personality traits assessment: A review
W Ilmini, TGI Fernando - 2017 IEEE International Conference …, 2017 - ieeexplore.ieee.org
Computational personality traits assessment is one of an interesting areas in affective
computing. It becomes popular because personality identification can be used in many …
computing. It becomes popular because personality identification can be used in many …
Detection and explanation of apparent personality using deep learning: a short review of current approaches and future directions
W Ilmini, TGI Fernando - Computing, 2024 - Springer
Personality describes an individual's internal attributes, encompassing distinctive thoughts,
emotions, and behaviour. Various studies have been undertaken to quantify these …
emotions, and behaviour. Various studies have been undertaken to quantify these …
Multi-modal score fusion and decision trees for explainable automatic job candidate screening from video cvs
We describe an end-to-end system for explainable automatic job candidate screening from
video CVs. In this application, audio, face and scene features are first computed from an …
video CVs. In this application, audio, face and scene features are first computed from an …
An open-source benchmark of deep learning models for audio-visual apparent and self-reported personality recognition
Personality determines a wide variety of human daily and working behaviours, and is crucial
for understanding human internal and external states. In recent years, a large number of …
for understanding human internal and external states. In recent years, a large number of …
Combining deep facial and ambient features for first impression estimation
First impressions influence the behavior of people towards a newly encountered person or a
human-like agent. Apart from the physical characteristics of the encountered face, the …
human-like agent. Apart from the physical characteristics of the encountered face, the …
Multimodal assessment of apparent personality using feature attention and error consistency constraint
Personality computing and affective computing, where the recognition of personality traits is
essential, have gained increasing interest and attention in many research areas recently …
essential, have gained increasing interest and attention in many research areas recently …
Prediction of the big five personality traits using static facial images of college students with different academic backgrounds
J Xu, W Tian, G Lv, S Liu, Y Fan - Ieee Access, 2021 - ieeexplore.ieee.org
Appearance can affect social interaction, which in turn affects personality development.
There is ample evidence that facial morphology and social cues provide information about …
There is ample evidence that facial morphology and social cues provide information about …
Multimodal fusion of audio, scene, and face features for first impression estimation
Affective computing, particularly emotion and personality trait recognition, is of increasing
interest in many research disciplines. The interplay of emotion and personality shows itself …
interest in many research disciplines. The interplay of emotion and personality shows itself …
Multimodal video-based apparent personality recognition using long short-term memory and convolutional neural networks
S Aslan, U Güdükbay - arXiv preprint arXiv:1911.00381, 2019 - arxiv.org
Personality computing and affective computing, where the recognition of personality traits is
essential, have gained increasing interest and attention in many research areas recently …
essential, have gained increasing interest and attention in many research areas recently …