Human Emotion Recognition Based on Spatio-Temporal Facial Features Using HOG-HOF and VGG-LSTM

Human Emotion Recognition Based on Spatio-Temporal Facial Features Using HOG-HOF and VGG-LSTM

Human emotion recognition is crucial in various technological domains, reflecting our growing reliance on technology. Facial expressions play a vital role in conveying and preserving human emotions. While deep learning has been successful in recognizing emotions in video sequences, it struggles to e...

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Bibliographic Details
Main Authors: Hajar Chouhayebi, Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi, Nawal Alioua
Format: Article
Language:English
Published: MDPI AG 2024-04-01
Series:Computers
Subjects:
human emotion recognition
HOG-HOF
facial expression recognition
deep learning
visual geometry group
long short term memory
Online Access:https://www.mdpi.com/2073-431X/13/4/101

Internet

https://www.mdpi.com/2073-431X/13/4/101

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