List of facial expression databases: Difference between revisions

Revision as of 10:43, 31 August 2021

Revision as of 10:52, 31 August 2021

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|Valence, Arousal, 7 basic expressions, action units for each video frame

|In-the-Wild setting

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|Real-world Affective Faces Database (RAF-DB)<ref>{{Cite web|last=Li.|first=S.|title=RAF-DB|url=http://www.whdeng.cn/RAF/model1.html|website=Real-world Affective Faces Database}}</ref><ref>{{Cite journal|last1=Li|first1=S.|last2=Deng|first2=W.|last3=Du|first3=J.|date=2017|title=Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild|url=https://ieeexplore.ieee.org/document/8099760|journal=2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)|pages=2584–2593|doi=10.1109/CVPR.2017.277|isbn=978-1-5386-0457-1|s2cid=11413183}}</ref>

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|Posed and Spontaneous

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|GAN generated images for facial expression recognition systems<ref>{{Citation|last=Porcu, Simone|title=GAN Generated Images for Facial Expression Recognition systems|date=2021-08-27|url=https://ieee-dataport.org/documents/gan-generated-images-facial-expression-recognition-systems|publisher=IEEE DataPort|doi=10.21227/b7m1-rz14|access-date=2021-08-31|last2=Floris, Alessandro|last3=Atzori, Luigi}}</ref><ref>{{Cite journal|last=Porcu|first=Simone|last2=Floris|first2=Alessandro|last3=Atzori|first3=Luigi|date=2020-11|title=Evaluation of Data Augmentation Techniques for Facial Expression Recognition Systems|url=https://www.mdpi.com/2079-9292/9/11/1892|journal=Electronics|language=en|volume=9|issue=11|pages=1892|doi=10.3390/electronics9111892}}</ref>

|Six basic human emotions (anger, sadness, surprise, happiness, disgust, fear) and neutral emotion

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|980 static images

|Color

|562x762

|Emotion labels

|Synthetic image database

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