Automated emotion recognition: Current trends and future perspectives

M Maithri, U Raghavendra, A Gudigar… - Computer methods and …, 2022 - Elsevier
Background Human emotions greatly affect the actions of a person. The automated emotion
recognition has applications in multiple domains such as health care, e-learning …

Facial sentiment analysis using AI techniques: state-of-the-art, taxonomies, and challenges

K Patel, D Mehta, C Mistry, R Gupta, S Tanwar… - IEEE …, 2020 - ieeexplore.ieee.org
With the advancements in machine and deep learning algorithms, the envision of various
critical real-life applications in computer vision becomes possible. One of the applications is …

Context de-confounded emotion recognition

D Yang, Z Chen, Y Wang, S Wang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract Context-Aware Emotion Recognition (CAER) is a crucial and challenging task that
aims to perceive the emotional states of the target person with contextual information …

Emotion recognition for multiple context awareness

D Yang, S Huang, S Wang, Y Liu, P Zhai, L Su… - European conference on …, 2022 - Springer
Understanding emotion in context is a rising hotspot in the computer vision community.
Existing methods lack reliable context semantics to mitigate uncertainty in expressing …

Affective image content analysis: Two decades review and new perspectives

S Zhao, X Yao, J Yang, G Jia, G Ding… - … on Pattern Analysis …, 2021 - ieeexplore.ieee.org
Images can convey rich semantics and induce various emotions in viewers. Recently, with
the rapid advancement of emotional intelligence and the explosive growth of visual data …

Robust emotion recognition in context debiasing

D Yang, K Yang, M Li, S Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Context-aware emotion recognition (CAER) has recently boosted the practical applications
of affective computing techniques in unconstrained environments. Mainstream CAER …

Emoticon: Context-aware multimodal emotion recognition using frege's principle

T Mittal, P Guhan, U Bhattacharya… - Proceedings of the …, 2020 - openaccess.thecvf.com
We present EmotiCon, a learning-based algorithm for context-aware perceived human
emotion recognition from videos and images. Motivated by Frege's Context Principle from …

Unlocking the emotional world of visual media: An overview of the science, research, and impact of understanding emotion

JZ Wang, S Zhao, C Wu, RB Adams… - Proceedings of the …, 2023 - ieeexplore.ieee.org
The emergence of artificial emotional intelligence technology is revolutionizing the fields of
computers and robotics, allowing for a new level of communication and understanding of …