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SMG: A Micro-gesture Dataset Towards Spontaneous Body Gestures for Emotional Stress State Analysis

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Bibliographic Details
Main Authors: Haoyu, Chen, Henglin, Shi, Xin, Liu
Format: Book
Language:English
Published: Springer 2023
Subjects:
MGs
SMG
Online Access:https://link.springer.com/article/10.1007/s11263-023-01761-6
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8262
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spelling oai:localhost:PNK-82622023-04-25T02:25:45Z SMG: A Micro-gesture Dataset Towards Spontaneous Body Gestures for Emotional Stress State Analysis Haoyu, Chen Henglin, Shi Xin, Liu MGs SMG CC BY We explore using body gestures for hidden emotional state analysis. As an important non-verbal communicative fashion, human body gestures are capable of conveying emotional information during social communication. In previous works, efforts have been made mainly on facial expressions, speech, or expressive body gestures to interpret classical expressive emotions. Differently, we focus on a specific group of body gestures, called micro-gestures (MGs), used in the psychology research field to interpret inner human feelings. MGs are subtle and spontaneous body movements that are proven, together with micro-expressions, to be more reliable than normal facial expressions for conveying hidden emotional information. In this work, a comprehensive study of MGs is presented from the computer vision aspect, including a novel spontaneous micro-gesture (SMG) dataset with two emotional stress states and a comprehensive statistical analysis indicating the correlations between MGs and emotional states. 2023-04-25T02:25:45Z 2023-04-25T02:25:45Z 2023 Book https://link.springer.com/article/10.1007/s11263-023-01761-6 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8262 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic MGs
SMG
spellingShingle MGs
SMG
Haoyu, Chen
Henglin, Shi
Xin, Liu
SMG: A Micro-gesture Dataset Towards Spontaneous Body Gestures for Emotional Stress State Analysis
description CC BY
format Book
author Haoyu, Chen
Henglin, Shi
Xin, Liu
author_facet Haoyu, Chen
Henglin, Shi
Xin, Liu
author_sort Haoyu, Chen
title SMG: A Micro-gesture Dataset Towards Spontaneous Body Gestures for Emotional Stress State Analysis
title_short SMG: A Micro-gesture Dataset Towards Spontaneous Body Gestures for Emotional Stress State Analysis
title_full SMG: A Micro-gesture Dataset Towards Spontaneous Body Gestures for Emotional Stress State Analysis
title_fullStr SMG: A Micro-gesture Dataset Towards Spontaneous Body Gestures for Emotional Stress State Analysis
title_full_unstemmed SMG: A Micro-gesture Dataset Towards Spontaneous Body Gestures for Emotional Stress State Analysis
title_sort smg: a micro-gesture dataset towards spontaneous body gestures for emotional stress state analysis
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s11263-023-01761-6
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8262
_version_ 1764177435898675200
score 8.891787

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