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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 …
[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 …
Building a large scale dataset for image emotion recognition: The fine print and the benchmark
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 …
reactions to different visual stimuli. Several papers have been published on the problem of …
Rapid: Rating pictorial aesthetics using deep learning
Effective visual features are essential for computational aesthetic quality rating systems.
Existing methods used machine learning and statistical modeling techniques on handcrafted …
Existing methods used machine learning and statistical modeling techniques on handcrafted …
Exploring principles-of-art features for image emotion recognition
Emotions can be evoked in humans by images. Most previous works on image emotion
analysis mainly used the elements-of-art-based low-level visual features. However, these …
analysis mainly used the elements-of-art-based low-level visual features. However, these …
Aesthetics and emotions in images
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 …
of aesthetics and emotion from images. We begin with a background discussion on …
[PDF][PDF] Joint Image Emotion Classification and Distribution Learning via Deep Convolutional Neural Network.
Visual sentiment analysis is attracting more and more attention with the increasing tendency
to express emotions through visual contents. Recent algorithms in Convolutional Neural …
to express emotions through visual contents. Recent algorithms in Convolutional Neural …
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 …
Rating image aesthetics using deep learning
This paper investigates unified feature learning and classifier training approaches for image
aesthetics assessment. Existing methods built upon handcrafted or generic image features …
aesthetics assessment. Existing methods built upon handcrafted or generic image features …