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 …

Survey on visual sentiment analysis

A Ortis, GM Farinella, S Battiato - IET Image Processing, 2020 - Wiley Online Library
Visual Sentiment Analysis aims to understand how images affect people, in terms of evoked
emotions. Although this field is rather new, a broad range of techniques have been …

Multimodal sentiment analysis with image-text interaction network

T Zhu, L Li, J Yang, S Zhao, H Liu… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
More and more users are getting used to posting images and text on social networks to
share their emotions or opinions. Accordingly, multimodal sentiment analysis has become a …

[PDF][PDF] Affective image content analysis: A comprehensive survey

S Zhao, G Ding, Q Huang, TS Chua, B Schuller… - 2018 - opus.bibliothek.uni-augsburg.de
Images can convey rich semantics and induce strong emotions in viewers. Recently, with the
explosive growth of visual data, extensive research efforts have been dedicated to affective …

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 …

Achieving efficient and privacy-preserving neural network training and prediction in cloud environments

C Zhang, C Hu, T Wu, L Zhu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The neural network has been widely used to train predictive models for applications such as
image processing, disease prediction, and face recognition. To produce more accurate …

Visual sentiment prediction based on automatic discovery of affective regions

J Yang, D She, M Sun, MM Cheng… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Automatic assessment of sentiment from visual content has gained considerable attention
with the increasing tendency of expressing opinions via images and videos online. This …

Weakly supervised video emotion detection and prediction via cross-modal temporal erasing network

Z Zhang, L Wang, J Yang - … of the IEEE/CVF Conference on …, 2023 - openaccess.thecvf.com
Automatically predicting the emotions of user-generated videos (UGVs) receives increasing
interest recently. However, existing methods mainly focus on a few key visual frames, which …

Boosting image sentiment analysis with visual attention

K Song, T Yao, Q Ling, T Mei - Neurocomputing, 2018 - Elsevier
Sentiment analysis plays an important role in behavior sciences, which aims to determine
the attitude of a speaker or a writer regarding some topic or the overall contextual polarity of …

Weakly supervised coupled networks for visual sentiment analysis

J Yang, D She, YK Lai, PL Rosin… - Proceedings of the …, 2018 - openaccess.thecvf.com
Automatic assessment of sentiment from visual content has gained considerable attention
with the increasing tendency of expressing opinions on-line. In this paper, we solve the …