Action, Gesture, and Emotion Recognition Competitions: Large Scale Multimodal Gesture Recognition and Real Versus Fake Expressed Emotions


Multimodal Gesture Recognition Based on the ResC3D Network
Qiguang Miao,
Yunan Li,
Wanli Ouyang,
Zhenxin Ma,
Xin Xu,
Weikang Shi,
Xiaochun Cao
[pdf]
[bibtex]
@InProceedings{Miao_2017_ICCV_Workshops,
author = {Miao, Qiguang and Li, Yunan and Ouyang, Wanli and Ma, Zhenxin and Xu, Xin and Shi, Weikang and Cao, Xiaochun},
title = {Multimodal Gesture Recognition Based on the ResC3D Network},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Continuous Gesture Recognition With Hand-Oriented Spatiotemporal Feature
Zhipeng Liu,
Xiujuan Chai,
Zhuang Liu,
Xilin Chen
[pdf]
[bibtex]
@InProceedings{Liu_2017_ICCV_Workshops,
author = {Liu, Zhipeng and Chai, Xiujuan and Liu, Zhuang and Chen, Xilin},
title = {Continuous Gesture Recognition With Hand-Oriented Spatiotemporal Feature},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Discrimination Between Genuine Versus Fake Emotion Using Long-Short Term Memory With Parametric Bias and Facial Landmarks
Xuan-Phung Huynh,
Yong-Guk Kim
[pdf]
[bibtex]
@InProceedings{Huynh_2017_ICCV_Workshops,
author = {Huynh, Xuan-Phung and Kim, Yong-Guk},
title = {Discrimination Between Genuine Versus Fake Emotion Using Long-Short Term Memory With Parametric Bias and Facial Landmarks},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Real vs. Fake Emotion Challenge: Learning to Rank Authenticity From Facial Activity Descriptors
Frerk Saxen,
Philipp Werner,
Ayoub Al-Hamadi
[pdf]
[bibtex]
@InProceedings{Saxen_2017_ICCV_Workshops,
author = {Saxen, Frerk and Werner, Philipp and Al-Hamadi, Ayoub},
title = {Real vs. Fake Emotion Challenge: Learning to Rank Authenticity From Facial Activity Descriptors},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Particle Filter Based Probabilistic Forced Alignment for Continuous Gesture Recognition
Necati Cihan Camgoz,
Simon Hadfield,
Richard Bowden
[pdf]
[bibtex]
@InProceedings{Camgoz_2017_ICCV_Workshops,
author = {Cihan Camgoz, Necati and Hadfield, Simon and Bowden, Richard},
title = {Particle Filter Based Probabilistic Forced Alignment for Continuous Gesture Recognition},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Gesture and Sign Language Recognition With Temporal Residual Networks
Lionel Pigou,
Mieke Van Herreweghe,
Joni Dambre
[pdf]
[bibtex]
@InProceedings{Pigou_2017_ICCV_Workshops,
author = {Pigou, Lionel and Van Herreweghe, Mieke and Dambre, Joni},
title = {Gesture and Sign Language Recognition With Temporal Residual Networks},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Relaxed Spatio-Temporal Deep Feature Aggregation for Real-Fake Expression Prediction
Savas Ozkan,
Gozde Bozdagi Akar
[pdf] [arXiv]
[bibtex]
@InProceedings{Ozkan_2017_ICCV_Workshops,
author = {Ozkan, Savas and Bozdagi Akar, Gozde},
title = {Relaxed Spatio-Temporal Deep Feature Aggregation for Real-Fake Expression Prediction},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Visualizing Apparent Personality Analysis With Deep Residual Networks
Yagmur Gucluturk,
Umut Guclu,
Marc Perez,
Hugo Jair Escalante,
Xavier Baro,
Isabelle Guyon,
Carlos Andujar,
Julio Jacques Junior,
Meysam Madadi,
Sergio Escalera,
Marcel A. J. van Gerven,
Rob van Lier
[pdf]
[bibtex]
@InProceedings{Gucluturk_2017_ICCV_Workshops,
author = {Gucluturk, Yagmur and Guclu, Umut and Perez, Marc and Jair Escalante, Hugo and Baro, Xavier and Guyon, Isabelle and Andujar, Carlos and Jacques Junior, Julio and Madadi, Meysam and Escalera, Sergio and van Gerven, Marcel A. J. and van Lier, Rob},
title = {Visualizing Apparent Personality Analysis With Deep Residual Networks},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Two-Stream Flow-Guided Convolutional Attention Networks for Action Recognition
An Tran,
Loong-Fah Cheong
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Tran_2017_ICCV_Workshops,
author = {Tran, An and Cheong, Loong-Fah},
title = {Two-Stream Flow-Guided Convolutional Attention Networks for Action Recognition},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Learning Spatiotemporal Features Using 3DCNN and Convolutional LSTM for Gesture Recognition
Liang Zhang,
Guangming Zhu,
Peiyi Shen,
Juan Song,
Syed Afaq Shah,
Mohammed Bennamoun
[pdf]
[bibtex]
@InProceedings{Zhang_2017_ICCV_Workshops,
author = {Zhang, Liang and Zhu, Guangming and Shen, Peiyi and Song, Juan and Afaq Shah, Syed and Bennamoun, Mohammed},
title = {Learning Spatiotemporal Features Using 3DCNN and Convolutional LSTM for Gesture Recognition},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Large-Scale Multimodal Gesture Recognition Using Heterogeneous Networks
Huogen Wang,
Pichao Wang,
Zhanjie Song,
Wanqing Li
[pdf]
[bibtex]
@InProceedings{Wang_2017_ICCV_Workshops,
author = {Wang, Huogen and Wang, Pichao and Song, Zhanjie and Li, Wanqing},
title = {Large-Scale Multimodal Gesture Recognition Using Heterogeneous Networks},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Large-Scale Multimodal Gesture Segmentation and Recognition Based on Convolutional Neural Networks
Huogen Wang,
Pichao Wang,
Zhanjie Song,
Wanqing Li
[pdf]
[bibtex]
@InProceedings{Wang_2017_ICCV_Workshops,
author = {Wang, Huogen and Wang, Pichao and Song, Zhanjie and Li, Wanqing},
title = {Large-Scale Multimodal Gesture Segmentation and Recognition Based on Convolutional Neural Networks},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Combining Sequential Geometry and Texture Features for Distinguishing Genuine and Deceptive Emotions
Liandong Li,
Tadas Baltrusaitis,
Bo Sun,
Louis-Philippe Morency
[pdf]
[bibtex]
@InProceedings{Li_2017_ICCV_Workshops,
author = {Li, Liandong and Baltrusaitis, Tadas and Sun, Bo and Morency, Louis-Philippe},
title = {Combining Sequential Geometry and Texture Features for Distinguishing Genuine and Deceptive Emotions},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Learning Spatio-Temporal Features With 3D Residual Networks for Action Recognition
Kensho Hara,
Hirokatsu Kataoka,
Yutaka Satoh
[pdf] [arXiv]
[bibtex]
@InProceedings{Hara_2017_ICCV_Workshops,
author = {Hara, Kensho and Kataoka, Hirokatsu and Satoh, Yutaka},
title = {Learning Spatio-Temporal Features With 3D Residual Networks for Action Recognition},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Facial Expression Recognition via Joint Deep Learning of RGB-Depth Map Latent Representations
Oyebade K. Oyedotun,
Girum Demisse,
Abd El Rahman Shabayek,
Djamila Aouada,
Bjorn Ottersten
[pdf]
[bibtex]
@InProceedings{Oyedotun_2017_ICCV_Workshops,
author = {Oyedotun, Oyebade K. and Demisse, Girum and El Rahman Shabayek, Abd and Aouada, Djamila and Ottersten, Bjorn},
title = {Facial Expression Recognition via Joint Deep Learning of RGB-Depth Map Latent Representations},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Darwintrees for Action Recognition
Albert Clapes,
Tinne Tuytelaars,
Sergio Escalera
[pdf]
[bibtex]
@InProceedings{Clapes_2017_ICCV_Workshops,
author = {Clapes, Albert and Tuytelaars, Tinne and Escalera, Sergio},
title = {Darwintrees for Action Recognition},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Action Recognition From RGB-D Data: Comparison and Fusion of Spatio-Temporal Handcrafted Features and Deep Strategies
Maryam Asadi-Aghbolaghi,
Hugo Bertiche,
Vicent Roig,
Shohreh Kasaei,
Sergio Escalera
[pdf]
[bibtex]
@InProceedings{Asadi-Aghbolaghi_2017_ICCV_Workshops,
author = {Asadi-Aghbolaghi, Maryam and Bertiche, Hugo and Roig, Vicent and Kasaei, Shohreh and Escalera, Sergio},
title = {Action Recognition From RGB-D Data: Comparison and Fusion of Spatio-Temporal Handcrafted Features and Deep Strategies},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Results and Analysis of ChaLearn LAP Multi-Modal Isolated and Continuous Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges
Jun Wan,
Sergio Escalera,
Gholamreza Anbarjafari,
Hugo Jair Escalante,
Xavier Baro,
Isabelle Guyon,
Meysam Madadi,
Juri Allik,
Jelena Gorbova,
Chi Lin,
Yiliang Xie
[pdf]
[bibtex]
@InProceedings{Wan_2017_ICCV_Workshops,
author = {Wan, Jun and Escalera, Sergio and Anbarjafari, Gholamreza and Jair Escalante, Hugo and Baro, Xavier and Guyon, Isabelle and Madadi, Meysam and Allik, Juri and Gorbova, Jelena and Lin, Chi and Xie, Yiliang},
title = {Results and Analysis of ChaLearn LAP Multi-Modal Isolated and Continuous Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}