Multimodal Emotion Recognition from Art Using Sequential Co-Attention

Multimodal Emotion Recognition from Art Using Sequential Co-Attention

In this study, we present a multimodal emotion recognition architecture that uses both feature-level attention (sequential co-attention) and modality attention (weighted modality fusion) to classify emotion in art. The proposed architecture helps the model to focus on learning informative and refine...

Full description

Bibliographic Details
Main Authors: Tsegaye Misikir Tashu, Sakina Hajiyeva, Tomas Horvath
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Journal of Imaging
Subjects:
multimodal
emotions
attention
art
modality fusion
emotion analysis
Online Access:https://www.mdpi.com/2313-433X/7/8/157

Internet

https://www.mdpi.com/2313-433X/7/8/157

Similar Items