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 …
emotion recognition. Recent studies have focused more on gait identity recognition than …
The face of image reconstruction: progress, pitfalls, prospects
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 …
viewing face images can be used to reconstruct the images themselves. However, the …
Getting to know you: Emerging neural representations during face familiarization
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 …
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
Multivariate pattern analysis (MVPA) approaches can be applied to the topographic
distribution of event‐related potential (ERP) signals to “decode” subtly different stimulus …
distribution of event‐related potential (ERP) signals to “decode” subtly different stimulus …
[HTML][HTML] EEG decoding of multidimensional information from emotional faces
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 …
temporal dynamics of the different dimensional face information that is extracted. The …
Effects of expectation on face perception and its association with expertise
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 …
priors are broadly understood to reflect experience/expertise developed over one's lifetime …
Msa-gcn: Multiscale adaptive graph convolution network for gait emotion recognition
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 …
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 …
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 …
(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
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 …
known to improve with developmental age. Understanding the underlying drivers of this …