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From face detection to emotion recognition on the framework of Raspberry pi and galvanic skin response sensor for visual and physiological biosignals

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Bibliographic Details
Main Authors: Varsha Kiran, Patil, Vijaya R., Pawar, Shreiya, Randive
Format: Book
Language:English
Published: Springer 2023
Subjects:
FER
GSR
Online Access:https://link.springer.com/article/10.1186/s43067-023-00085-2
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8073
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spelling oai:localhost:PNK-80732023-04-19T04:50:07Z From face detection to emotion recognition on the framework of Raspberry pi and galvanic skin response sensor for visual and physiological biosignals Varsha Kiran, Patil Vijaya R., Pawar Shreiya, Randive FER GSR CC BY The facial and physiological sensor-based emotion recognition methods are two popular methods of emotion recognition. The proposed research is the first of its kind in real-time emotion recognition that combines skin conductance signals with the visual-based facial emotion recognition (FER) method on a Raspberry Pi. This research includes stepwise documentation of method for automatic real-time face detection and FER on portable hardware. Further, the proposed work comprises experimentation related to video induction and habituation methods with FER and the galvanic skin response (GSR) method. 2023-04-19T04:50:07Z 2023-04-19T04:50:07Z 2023 Book https://link.springer.com/article/10.1186/s43067-023-00085-2 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8073 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic FER
GSR
spellingShingle FER
GSR
Varsha Kiran, Patil
Vijaya R., Pawar
Shreiya, Randive
From face detection to emotion recognition on the framework of Raspberry pi and galvanic skin response sensor for visual and physiological biosignals
description CC BY
format Book
author Varsha Kiran, Patil
Vijaya R., Pawar
Shreiya, Randive
author_facet Varsha Kiran, Patil
Vijaya R., Pawar
Shreiya, Randive
author_sort Varsha Kiran, Patil
title From face detection to emotion recognition on the framework of Raspberry pi and galvanic skin response sensor for visual and physiological biosignals
title_short From face detection to emotion recognition on the framework of Raspberry pi and galvanic skin response sensor for visual and physiological biosignals
title_full From face detection to emotion recognition on the framework of Raspberry pi and galvanic skin response sensor for visual and physiological biosignals
title_fullStr From face detection to emotion recognition on the framework of Raspberry pi and galvanic skin response sensor for visual and physiological biosignals
title_full_unstemmed From face detection to emotion recognition on the framework of Raspberry pi and galvanic skin response sensor for visual and physiological biosignals
title_sort from face detection to emotion recognition on the framework of raspberry pi and galvanic skin response sensor for visual and physiological biosignals
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1186/s43067-023-00085-2
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8073
_version_ 1763633856087326720
score 8.881002

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