Analysis and Modeling of Faces and Gestures


A Realistic Dataset and Baseline Temporal Model for Early Drowsiness Detection
Reza Ghoddoosian,
Marnim Galib,
Vassilis Athitsos
[pdf] [supp]
[bibtex]
@InProceedings{Ghoddoosian_2019_CVPR_Workshops,
author = {Ghoddoosian, Reza and Galib, Marnim and Athitsos, Vassilis},
title = {A Realistic Dataset and Baseline Temporal Model for Early Drowsiness Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Stacked Multi-Target Network for Robust Facial Landmark Localisation
Yun Yang,
Bing Yu,
Xiaodong Li,
Bailan Feng
[pdf]
[bibtex]
@InProceedings{Yang_2019_CVPR_Workshops,
author = {Yang, Yun and Yu, Bing and Li, Xiaodong and Feng, Bailan},
title = {Stacked Multi-Target Network for Robust Facial Landmark Localisation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Analysis of Deep Fusion Strategies for Multi-Modal Gesture Recognition
Alina Roitberg,
Tim Pollert,
Monica Haurilet,
Manuel Martin,
Rainer Stiefelhagen
[pdf]
[bibtex]
@InProceedings{Roitberg_2019_CVPR_Workshops,
author = {Roitberg, Alina and Pollert, Tim and Haurilet, Monica and Martin, Manuel and Stiefelhagen, Rainer},
title = {Analysis of Deep Fusion Strategies for Multi-Modal Gesture Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

LBVCNN: Local Binary Volume Convolutional Neural Network for Facial Expression Recognition From Image Sequences
Sudhakar Kumawat,
Manisha Verma,
Shanmuganathan Raman
[pdf]
[bibtex]
@InProceedings{Kumawat_2019_CVPR_Workshops,
author = {Kumawat, Sudhakar and Verma, Manisha and Raman, Shanmuganathan},
title = {LBVCNN: Local Binary Volume Convolutional Neural Network for Facial Expression Recognition From Image Sequences},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Personalized Estimation of Engagement From Videos Using Active Learning With Deep Reinforcement Learning
Ognjen (Oggi) Rudovic,
Hae Won Park,
John Busche,
Bjorn Schuller,
Cynthia Breazeal,
Rosalind W. Picard
[pdf]
[bibtex]
@InProceedings{Rudovic_2019_CVPR_Workshops,
author = {(Oggi) Rudovic, Ognjen and Won Park, Hae and Busche, John and Schuller, Bjorn and Breazeal, Cynthia and Picard, Rosalind W.},
title = {Personalized Estimation of Engagement From Videos Using Active Learning With Deep Reinforcement Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

APA: Adaptive Pose Alignment for Robust Face Recognition
Zhanfu An,
Weihong Deng,
Yaoyao Zhong,
Yaohai Huang,
Xunqiang Tao
[pdf]
[bibtex]
@InProceedings{An_2019_CVPR_Workshops,
author = {An, Zhanfu and Deng, Weihong and Zhong, Yaoyao and Huang, Yaohai and Tao, Xunqiang},
title = {APA: Adaptive Pose Alignment for Robust Face Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Expression Classification in Children Using Mean Supervised Deep Boltzmann Machine
Shruti Nagpal,
Maneet Singh,
Mayank Vatsa,
Richa Singh,
Afzel Noore
[pdf]
[bibtex]
@InProceedings{Nagpal_2019_CVPR_Workshops,
author = {Nagpal, Shruti and Singh, Maneet and Vatsa, Mayank and Singh, Richa and Noore, Afzel},
title = {Expression Classification in Children Using Mean Supervised Deep Boltzmann Machine},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Understanding Beauty via Deep Facial Features
Xudong Liu,
Tao Li,
Hao Peng,
Iris Chuoying Ouyang,
Taehwan Kim,
Ruizhe Wang
[pdf]
[bibtex]
@InProceedings{Liu_2019_CVPR_Workshops,
author = {Liu, Xudong and Li, Tao and Peng, Hao and Chuoying Ouyang, Iris and Kim, Taehwan and Wang, Ruizhe},
title = {Understanding Beauty via Deep Facial Features},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Modelling Multi-Channel Emotions Using Facial Expression and Trajectory Cues for Improving Socially-Aware Robot Navigation
Aniket Bera,
Tanmay Randhavane,
Dinesh Manocha
[pdf]
[bibtex]
@InProceedings{Bera_2019_CVPR_Workshops,
author = {Bera, Aniket and Randhavane, Tanmay and Manocha, Dinesh},
title = {Modelling Multi-Channel Emotions Using Facial Expression and Trajectory Cues for Improving Socially-Aware Robot Navigation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Efficient and Accurate Face Alignment by Global Regression and Cascaded Local Refinement
Jinzhan Su,
Zhe Wang,
Chunyuan Liao,
Haibin Ling
[pdf]
[bibtex]
@InProceedings{Su_2019_CVPR_Workshops,
author = {Su, Jinzhan and Wang, Zhe and Liao, Chunyuan and Ling, Haibin},
title = {Efficient and Accurate Face Alignment by Global Regression and Cascaded Local Refinement},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

2D-3D Heterogeneous Face Recognition Based on Deep Coupled Spectral Regression
Yangtao Zheng,
Di Huang,
Weixin Li,
Shupeng Wang,
Yunhong Wang
[pdf]
[bibtex]
@InProceedings{Zheng_2019_CVPR_Workshops,
author = {Zheng, Yangtao and Huang, Di and Li, Weixin and Wang, Shupeng and Wang, Yunhong},
title = {2D-3D Heterogeneous Face Recognition Based on Deep Coupled Spectral Regression},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Accurate 3D Face Reconstruction With Weakly-Supervised Learning: From Single Image to Image Set
Yu Deng,
Jiaolong Yang,
Sicheng Xu,
Dong Chen,
Yunde Jia,
Xin Tong
[pdf]
[bibtex]
@InProceedings{Deng_2019_CVPR_Workshops,
author = {Deng, Yu and Yang, Jiaolong and Xu, Sicheng and Chen, Dong and Jia, Yunde and Tong, Xin},
title = {Accurate 3D Face Reconstruction With Weakly-Supervised Learning: From Single Image to Image Set},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}