Towards emotion-sensitive learning cognitive state analysis of big data in education: deep learning-based facial expression analysis using ordinal information

Computing ◽  
2019 ◽  
Vol 102 (3) ◽  
pp. 765-780
Author(s):  
Ruyi Xu ◽  
Jingying Chen ◽  
Jiaxu Han ◽  
Lei Tan ◽  
Luhui Xu
Keyword(s):  
Big Data ◽  
Deep Learning ◽  
Facial Expression ◽  
Expression Analysis ◽  
Cognitive State ◽  
Ordinal Information ◽  
Facial Expression Analysis ◽  
State Analysis

scholarly journals Towards a fully automated surveillance of well-being status in laboratory mice using deep learning: Starting with facial expression analysis

PLoS ONE ◽  
2020 ◽  
Vol 15 (4) ◽  
pp. e0228059 ◽  
Author(s):  
Niek Andresen ◽  
Manuel Wöllhaf ◽  
Katharina Hohlbaum ◽  
Lars Lewejohann ◽  
Olaf Hellwich ◽  
...  
Keyword(s):  
Deep Learning ◽  
Facial Expression ◽  
Expression Analysis ◽  
Well Being ◽  
Laboratory Mice ◽  
Facial Expression Analysis ◽  
Automated Surveillance
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