Unlocking the emotional world of visual media: An overview of the science, research, and impact of understanding emotion
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 …
computers and robotics, allowing for a new level of communication and understanding of …
Survey on visual sentiment analysis
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 …
emotions. Although this field is rather new, a broad range of techniques have been …
Multimodal sentiment analysis with image-text interaction network
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 …
share their emotions or opinions. Accordingly, multimodal sentiment analysis has become a …
[PDF][PDF] Affective image content analysis: A comprehensive survey
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 …
explosive growth of visual data, extensive research efforts have been dedicated to affective …
Affective image content analysis: Two decades review and new perspectives
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 …
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
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 …
image processing, disease prediction, and face recognition. To produce more accurate …
Visual sentiment prediction based on automatic discovery of affective regions
Automatic assessment of sentiment from visual content has gained considerable attention
with the increasing tendency of expressing opinions via images and videos online. This …
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
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 …
interest recently. However, existing methods mainly focus on a few key visual frames, which …
Boosting image sentiment analysis with visual attention
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 …
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
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 …
with the increasing tendency of expressing opinions on-line. In this paper, we solve the …