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Video Emotion Recognition via Spatio-Temporal Features by sara santamaria is a document available to read on EtoBox.
What is Video Emotion Recognition via Spatio-Temporal Features about?
This paper presents a novel approach to video emotion recognition by leveraging facial expressions and body gestures through spatio-temporal feature extraction. The authors propose a super image-based spatio-temporal convolutional model (SISTCM) and a two-stream LSTM model for facial expressions, along with an attention-based channel-wise convolutional model (ACCM) for body gestures. Experimental results demonstrate that the proposed methods significantly outperform existing state-of-the-art techniques in r
- Author
- sara santamaria
- Language
- EN