New trends in emotion recognition using image analysis by neural networks, a systematic review

AL Cîrneanu, D Popescu, D Iordache - Sensors, 2023 - mdpi.com
Facial emotion recognition (FER) is a computer vision process aimed at detecting and
classifying human emotional expressions. FER systems are currently used in a vast range of …

Benchmarking Micro-action Recognition: Dataset, Method, and Application

D Guo, K Li, B Hu, Y Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Micro-action is an imperceptible non-verbal behaviour characterised by low-intensity
movement. It offers insights into the feelings and intentions of individuals and is important for …

In the blink of an eye: Event-based emotion recognition

H Zhang, J Zhang, B Dong, P Peers, W Wu… - ACM SIGGRAPH 2023 …, 2023 - dl.acm.org
We introduce a wearable single-eye emotion recognition device and a real-time approach to
recognizing emotions from partial observations of an emotion that is robust to changes in …

Facial expression recognition through cross-modality attention fusion

R Ni, B Yang, X Zhou, A Cangelosi… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Facial expressions are generally recognized based on handcrafted and deep-learning-
based features extracted from RGB facial images. However, such recognition methods suffer …

COLD fusion: Calibrated and ordinal latent distribution fusion for uncertainty-aware multimodal emotion recognition

MK Tellamekala, S Amiriparian… - … on Pattern Analysis …, 2023 - ieeexplore.ieee.org
Automatically recognising apparent emotions from face and voice is hard, in part because of
various sources of uncertainty, including in the input data and the labels used in a machine …

Emotion-aware multi-view contrastive learning for facial emotion recognition

D Kim, BC Song - European Conference on Computer Vision, 2022 - Springer
When a person recognizes another's emotion, he or she recognizes the (facial) features
associated with emotional expression. So, for a machine to recognize facial emotion (s), the …

Optimal transport-based identity matching for identity-invariant facial expression recognition

D Kim, BC Song - Advances in Neural Information …, 2022 - proceedings.neurips.cc
Identity-invariant facial expression recognition (FER) has been one of the challenging
computer vision tasks. Since conventional FER schemes do not explicitly address the inter …

Facial action unit detection and intensity estimation from self-supervised representation

B Ma, R An, W Zhang, Y Ding, Z Zhao… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
As a fine-grained and local expression behavior measurement, facial action unit (FAU)
analysis (eg, detection and intensity estimation) has been documented for its time …

Dimensional affect uncertainty modelling for apparent personality recognition

MK Tellamekala, T Giesbrecht… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Despite achieving impressive performance, dimensional affect or emotion recognition from
faces is largely based on uncertainty-unaware models that predict only point estimates …

A Multi-Level Alignment and Cross-Modal Unified Semantic Graph Refinement Network for Conversational Emotion Recognition

X Zhang, W Cui, B Hu, Y Li - IEEE Transactions on Affective …, 2024 - ieeexplore.ieee.org
Emotion recognition in conversation (ERC) based on multiple modalities has attracted
enormous attention. However, most research simply concatenated multimodal …