A Prediction Model of Domestic Animated Films and Audience Psychology Based on Facial Expression Recognition

Nowadays, the wave of new media has swept across all walks of life, penetrated into every aspect of people's daily life, and has had a huge impact on domestic animated films. The production and dissemination of domestic animated films are changing to focus on the needs of the audience. Based on...

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Bibliographic Details
Published in2021 5th International Conference on Electronics, Communication and Aerospace Technology (ICECA) pp. 1219 - 1222
Main Authors Bian, Yi'nan, Jin, Tianxing
Format Conference Proceeding
LanguageEnglish
Published IEEE 02.12.2021
Subjects
Analytical models
Audience Psychology Prediction Model
Deep learning
Domestic Animated Film
Estimation
Face recognition
Facial Expression Recognition
Predictive models
Psychology
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Summary:Nowadays, the wave of new media has swept across all walks of life, penetrated into every aspect of people's daily life, and has had a huge impact on domestic animated films. The production and dissemination of domestic animated films are changing to focus on the needs of the audience. Based on the facial expression recognition algorithm of deep learning, this paper establishes a model to predict the audience psychology of domestic animated films. This article uses the three levels of "audience sensory needs", "audience aesthetic needs", and "development status and countermeasures" of animated films in the new media environment as the research basis, combined with deep learning algorithms, to make accurate estimates of audience psychology.
DOI:10.1109/ICECA52323.2021.9675893