Group-Level Emotion Recognition Using Hybrid Deep Models Based on Faces, Scenes, Skeletons and Visual Attentions

Author:

Guo Xin1,Zhu Bin1,Polanía Luisa F.2,Boncelet Charles1,Barner Kenneth E.1

Affiliation:

1. University of Delaware, Newark, DE, USA

2. American Family Mutual Insurance Company, Madison, WI, USA

Funder

National Science Foundation

Publisher

ACM

Reference39 articles.

1. Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould and Lei Zhang. 2017. Bottom-Up and Top-Down Attention for Image Captioning and VQA. CoRR Vol. abs/1707.07998 (2017). {arxiv}1707.07998 http://arxiv.org/abs/1707.07998. Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould and Lei Zhang. 2017. Bottom-Up and Top-Down Attention for Image Captioning and VQA. CoRR Vol. abs/1707.07998 (2017). {arxiv}1707.07998 http://arxiv.org/abs/1707.07998.

2. 'Affective' computing and emotion recognition systems

3. Qiong Cao Li Shen Weidi Xie Omkar M. Parkhi and Andrew Zisserman. 2017. VGGFace2: A dataset for recognising faces across pose and age. CoRR Vol. abs/1710.08092 (2017). {arxiv}1710.08092 http://arxiv.org/abs/1710.08092. Qiong Cao Li Shen Weidi Xie Omkar M. Parkhi and Andrew Zisserman. 2017. VGGFace2: A dataset for recognising faces across pose and age. CoRR Vol. abs/1710.08092 (2017). {arxiv}1710.08092 http://arxiv.org/abs/1710.08092.

4. Z. Cao T. Simon S. Wei and Y. Sheikh. 2016. Realtime multi-person 2D pose estimation using part affinity fields. arXiv preprint arXiv:1611.08050 (2016). Z. Cao T. Simon S. Wei and Y. Sheikh. 2016. Realtime multi-person 2D pose estimation using part affinity fields. arXiv preprint arXiv:1611.08050 (2016).

5. J. Deng W. Dong R. Socher L.-J. Li K. Li and L. Fei-Fei. 2009. ImageNet: A Large-Scale Hierarchical Image Database CVPR. J. Deng W. Dong R. Socher L.-J. Li K. Li and L. Fei-Fei. 2009. ImageNet: A Large-Scale Hierarchical Image Database CVPR.

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