Facial action unit detection using deep neural networks in videos

2018 26th Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2018.8404350 ◽

2018 ◽

Author(s):

Simge Akay ◽

Nafiz Arica

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Action Unit ◽

Facial Action ◽

Action Unit Detection

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Binary Convolutional Neural Networks for Facial Action Unit Detection

10.1007/978-3-030-87358-5_22 ◽

2021 ◽

pp. 275-287

Author(s):

Mengyi Liu ◽

Fei Wan ◽

Ruicong Zhi

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Action Unit ◽

Facial Action ◽

Action Unit Detection

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Multi-view facial action unit detection via DenseNets and CapsNets

Multimedia Tools and Applications ◽

10.1007/s11042-021-11147-w ◽

2021 ◽

Author(s):

Dakai Ren ◽

Xiangmin Wen ◽

Jiazhong Chen ◽

Yu Han ◽

Shiqi Zhang

Keyword(s):

Action Unit ◽

Facial Action ◽

Action Unit Detection

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Task-dependent multi-task multiple kernel learning for facial action unit detection

Pattern Recognition ◽

10.1016/j.patcog.2015.08.026 ◽

2016 ◽

Vol 51 ◽

pp. 187-196 ◽

Author(s):

Xiao Zhang ◽

Mohammad H. Mahoor

Keyword(s):

Multiple Kernel Learning ◽

Kernel Learning ◽

Action Unit ◽

Facial Action ◽

Multiple Kernel ◽

Action Unit Detection

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Meta Auxiliary Learning for Facial Action Unit Detection

IEEE Transactions on Affective Computing ◽

10.1109/taffc.2021.3135516 ◽

2021 ◽

pp. 1-1

Author(s):

Yong Li ◽

Shiguang Shan

Keyword(s):

Action Unit ◽

Facial Action ◽

Action Unit Detection

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EAC-Net: Deep Nets with Enhancing and Cropping for Facial Action Unit Detection

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2018.2791608 ◽

2018 ◽

Vol 40 (11) ◽

pp. 2583-2596 ◽

Author(s):

Wei Li ◽

Farnaz Abtahi ◽

Zhigang Zhu ◽

Lijun Yin

Keyword(s):

Action Unit ◽

Facial Action ◽

Action Unit Detection

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Exploiting Facial Action Unit in Video for Recognizing Depression using Metaheuristic and Neural Networks

10.1109/iccsai53272.2021.9609747 ◽

2021 ◽

Author(s):

Habibullah Akbar ◽

Sintia Dewi ◽

Yuli Azmi Rozali ◽

Lita Patricia Lunanta ◽

Nizirwan Anwar ◽

...

Keyword(s):

Neural Networks ◽

Action Unit ◽

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Transformation Modeling with Deformable ConvNets for Facial Action Unit Detection

2020 8th International Conference on Digital Home (ICDH) ◽

10.1109/icdh51081.2020.00014 ◽

2020 ◽

Author(s):

Jiahao Zhang ◽

Xian Yang ◽

Yanru Zhong ◽

Ji Li ◽

Xiaonan Luo

Keyword(s):

Action Unit ◽

Facial Action ◽

Action Unit Detection

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Facial Action Unit Analysis through 3D Point Cloud Neural Networks

2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019) ◽

10.1109/fg.2019.8756610 ◽

2019 ◽

Author(s):

Michael J. Reale ◽

Benjamin Klinghoffer ◽

Micah Church ◽

Hannah Szmurlo ◽

Lijun Yin

Keyword(s):

Neural Networks ◽

Point Cloud ◽

3D Point Cloud ◽

Action Unit ◽

Facial Action ◽

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IdenNet: Identity-Aware Facial Action Unit Detection

2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019) ◽

10.1109/fg.2019.8756631 ◽

2019 ◽

Author(s):

Cheng-Hao Tu ◽

Chih-Yuan Yang ◽

Jane Yung-jen Hsu

Keyword(s):

Action Unit ◽

Facial Action ◽

Action Unit Detection

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Do Deep Neural Networks Learn Facial Action Units When Doing Expression Recognition?

2015 IEEE International Conference on Computer Vision Workshop (ICCVW) ◽

10.1109/iccvw.2015.12 ◽

2015 ◽

Author(s):

Pooya Khorrami ◽

Tom Le Paine ◽

Thomas S. Huang

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Expression Recognition ◽

Facial Action ◽

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