Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion Drawing Insights From Psychology …

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 …

[图书][B] Computational emotion analysis from images: Recent advances and future directions

S Zhao, Q Huang, Y Tang, X Yao, J Yang, G Ding… - 2022 - Springer
Emotions are usually evoked in humans by images. Recently, extensive research efforts
have been dedicated to understanding the emotions of images. In this chapter, we aim to …

EmoSet: A large-scale visual emotion dataset with rich attributes

J Yang, Q Huang, T Ding, D Lischinski… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract Visual Emotion Analysis (VEA) aims at predicting people's emotional responses to
visual stimuli. This is a promising, yet challenging, task in affective computing, which has …

A survey of technologies on the rise for emotion-enhanced interaction

D Cernea, A Kerren - Journal of Visual Languages & Computing, 2015 - Elsevier
Emotions are a major part of the human existence and social interactions. Some might say
that emotions are one of the aspects that make us truly human. However, while we express …

Stimuli-aware visual emotion analysis

J Yang, J Li, X Wang, Y Ding… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Visual emotion analysis (VEA) has attracted great attention recently, due to the increasing
tendency of expressing and understanding emotions through images on social networks …

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 …

Affective video content analysis: A multidisciplinary insight

Y Baveye, C Chamaret, E Dellandréa… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In our present society, the cinema has become one of the major forms of entertainment
providing unlimited contexts of emotion elicitation for the emotional needs of human beings …

Building a large scale dataset for image emotion recognition: The fine print and the benchmark

Q You, J Luo, H Jin, J Yang - Proceedings of the AAAI conference on …, 2016 - ojs.aaai.org
Psychological research results have confirmed that people can have different emotional
reactions to different visual stimuli. Several papers have been published on the problem of …

Aesthetics and emotions in images

D Joshi, R Datta, E Fedorovskaya… - IEEE Signal …, 2011 - ieeexplore.ieee.org
In this tutorial, we define and discuss key aspects of the problem of computational inference
of aesthetics and emotion from images. We begin with a background discussion on …

LUCFER: A large-scale context-sensitive image dataset for deep learning of visual emotions

P Balouchian, M Safaei… - 2019 IEEE Winter …, 2019 - ieeexplore.ieee.org
Still image emotion recognition has been receiving increasing attention in recent years due
to the tremendous amount of social media content available on the Web. Opinion mining …