Exploiting emotional concepts for image emotion recognition

H Yang, Y Fan, G Lv, S Liu, Z Guo - The Visual Computer, 2023 - Springer
With the increasing number of users express their emotions via images on social media,
image emotion recognition attracts much attention of researchers. Different from …

Cglf-net: image emotion recognition network by combining global self-attention features and local multiscale features

Y Luo, X Zhong, M Zeng, J **e… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Convolutional neural networks (CNNs) are commonly employed for image emotion
recognition owing to their ability to extract local features; however, they have difficulty …

Context-Aware Multi-Stream Networks for Dimensional Emotion Prediction in Images

S Nagappan, JQ Tan, LK Wong… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Teaching machines to comprehend the nuances of emotion from photographs is a
particularly challenging task. Emotion perception—naturally a subjective problem, is often …

Machine Learning-Based Emotional Recognition in Surveillance Video Images in the Context of Smart City Safety.

P Li, Z Zhou, Q Liu, X Sun, F Chen… - Traitement du …, 2021 - search.ebscohost.com
The effective extraction of deep information from surveillance video lays the basis for smart
city safety. However, the surveillance video images contain complex targets, whose …

Can eye tracking identify prognostic markers for learning disabilities? A preliminary study

EI Toki, G Tatsis, J Pange, K Plachouras… - Interactive Mobile …, 2021 - Springer
Eye tracking is a promising technology offering objective metrics quantifying visual attention
in various application fields. The employment in people with specific learning disabilities …

Emotion Recognition in Tweets Using Multi-modal Data

S Thiruvenkadam, TC Dhivya - … International Conference on …, 2022 - ieeexplore.ieee.org
People on an average tend to express their emotions and opinions farmore freely in social
media community than anywhere else. Understanding human emotional states is necessary …

[CITA][C] Machine Learning-Based Emotional Recognition in Surveillance Video Images in the Context of Smart City Safety Machine Learning-Based Emotional …

P Li, Z Zhou, Q Liu, X Sun, F Chen, W Xue