Multi-task learning for gait-based identity recognition and emotion recognition using attention enhanced temporal graph convolutional network

W Sheng, X Li - Pattern Recognition, 2021 - Elsevier
Human gait conveys significant information that can be used for identity recognition and
emotion recognition. Recent studies have focused more on gait identity recognition than …

The face of image reconstruction: progress, pitfalls, prospects

A Nestor, ACH Lee, DC Plaut, M Behrmann - Trends in cognitive sciences, 2020 - cell.com
Recent research has demonstrated that neural and behavioral data acquired in response to
viewing face images can be used to reconstruct the images themselves. However, the …

Getting to know you: Emerging neural representations during face familiarization

GG Ambrus, CM Eick, D Kaiser… - Journal of …, 2021 - Soc Neuroscience
The successful recognition of familiar persons is critical for social interactions. Despite
extensive research on the neural representations of familiar faces, we know little about how …

Using multivariate pattern analysis to increase effect sizes for event‐related potential analyses

CD Carrasco, B Bahle, AM Simmons… - …, 2024 - Wiley Online Library
Multivariate pattern analysis (MVPA) approaches can be applied to the topographic
distribution of event‐related potential (ERP) signals to “decode” subtly different stimulus …

[HTML][HTML] EEG decoding of multidimensional information from emotional faces

Y Li, M Zhang, S Liu, W Luo - NeuroImage, 2022 - Elsevier
Humans can detect and recognize faces quickly, but there has been little research on the
temporal dynamics of the different dimensional face information that is extracted. The …

Effects of expectation on face perception and its association with expertise

I Mares, FW Smith, EJ Goddard, L Keighery… - Scientific Reports, 2024 - nature.com
Perceptual decisions are derived from the combination of priors and sensorial input. While
priors are broadly understood to reflect experience/expertise developed over one's lifetime …

Msa-gcn: Multiscale adaptive graph convolution network for gait emotion recognition

Y Yin, L **g, F Huang, G Yang, Z Wang - Pattern Recognition, 2024 - Elsevier
Gait emotion recognition plays a crucial role in the intelligent system. Most existing
approaches identify emotions by focusing on local actions over time. However, some …

Emotional concepts shape the perceptual representation of body expressions

S Liu, W He, M Zhang, Y Li, J Ren, Y Guan… - Human Brain …, 2024 - Wiley Online Library
Emotion perception interacts with how we think and speak, including our concept of
emotions. Body expression is an important way of emotion communication, but it is unknown …

[PDF][PDF] The time course of face representations during perception and working memory maintenance

GY Bae - Cerebral Cortex Communications, 2021 - academic.oup.com
Successful social communication requires accurate perception and maintenance of invariant
(face identity) and variant (facial expression) aspects of faces. While numerous studies …

[HTML][HTML] Developmental changes in the processing of faces as revealed by EEG decoding

I Mares, L Ewing, EK Farran, FW Smith, ML Smith - NeuroImage, 2020 - Elsevier
Rapidly and accurately processing information from faces is a critical human function that is
known to improve with developmental age. Understanding the underlying drivers of this …