ICCV 2021 Open Access Repository

Affective Behavior Analysis In-the-Wild

Causal Affect Prediction Model Using a Past Facial Image Sequence: Geesung Oh,

Euiseok Jeong,

Sejoon Lim; [pdf]
[bibtex]
@InProceedings{Oh_2021_ICCV, author = {Oh, Geesung and Jeong, Euiseok and Lim, Sejoon}, title = {Causal Affect Prediction Model Using a Past Facial Image Sequence}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3550-3556} }
Continuous Emotion Recognition With Audio-Visual Leader-Follower Attentive Fusion: Su Zhang,

Yi Ding,

Ziquan Wei,

Cuntai Guan; [pdf] [arXiv]
[bibtex]
@InProceedings{Zhang_2021_ICCV, author = {Zhang, Su and Ding, Yi and Wei, Ziquan and Guan, Cuntai}, title = {Continuous Emotion Recognition With Audio-Visual Leader-Follower Attentive Fusion}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3567-3574} }
MTMSN: Multi-Task and Multi-Modal Sequence Network for Facial Action Unit and Expression Recognition: Yue Jin,

Tianqing Zheng,

Chao Gao,

Guoqiang Xu; [pdf]
[bibtex]
@InProceedings{Jin_2021_ICCV, author = {Jin, Yue and Zheng, Tianqing and Gao, Chao and Xu, Guoqiang}, title = {MTMSN: Multi-Task and Multi-Modal Sequence Network for Facial Action Unit and Expression Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3597-3602} }
Public Life in Public Space (PLPS): A Multi-Task, Multi-Group Video Dataset for Public Life Research: Linbo Qing,

Lindong Li,

Shengyu Xu,

Yibo Huang,

Mei Liu,

Rulong Jin,

Bo Liu,

Tong Niu,

Hongqian Wen,

Yuchen Wang,

Xue Jiang,

Yonghong Peng; [pdf]
[bibtex]
@InProceedings{Qing_2021_ICCV, author = {Qing, Linbo and Li, Lindong and Xu, Shengyu and Huang, Yibo and Liu, Mei and Jin, Rulong and Liu, Bo and Niu, Tong and Wen, Hongqian and Wang, Yuchen and Jiang, Xue and Peng, Yonghong}, title = {Public Life in Public Space (PLPS): A Multi-Task, Multi-Group Video Dataset for Public Life Research}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3618-3627} }
An Audiovisual and Contextual Approach for Categorical and Continuous Emotion Recognition In-the-Wild: Panagiotis Antoniadis,

Ioannis Pikoulis,

Panagiotis P. Filntisis,

Petros Maragos; [pdf] [arXiv]
[bibtex]
@InProceedings{Antoniadis_2021_ICCV, author = {Antoniadis, Panagiotis and Pikoulis, Ioannis and Filntisis, Panagiotis P. and Maragos, Petros}, title = {An Audiovisual and Contextual Approach for Categorical and Continuous Emotion Recognition In-the-Wild}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3645-3651} }
Emotion Recognition With Sequential Multi-Task Learning Technique: Phan Tran Dac Thinh,

Hoang Manh Hung,

Hyung-Jeong Yang,

Soo-Hyung Kim,

Guee-Sang Lee; [pdf]
[bibtex]
@InProceedings{Thinh_2021_ICCV, author = {Thinh, Phan Tran Dac and Hung, Hoang Manh and Yang, Hyung-Jeong and Kim, Soo-Hyung and Lee, Guee-Sang}, title = {Emotion Recognition With Sequential Multi-Task Learning Technique}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3593-3596} }
Evaluating the Performance of Ensemble Methods and Voting Strategies for Dense 2D Pedestrian Detection in the Wild: Aboli Marathe,

Rahee Walambe,

Ketan Kotecha; [pdf]
[bibtex]
@InProceedings{Marathe_2021_ICCV, author = {Marathe, Aboli and Walambe, Rahee and Kotecha, Ketan}, title = {Evaluating the Performance of Ensemble Methods and Voting Strategies for Dense 2D Pedestrian Detection in the Wild}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3575-3584} }
Multitask Multi-Database Emotion Recognition: Manh Tu Vu,

Marie Beurton-Aimar,

Serge Marchand; [pdf]
[bibtex]
@InProceedings{Vu_2021_ICCV, author = {Vu, Manh Tu and Beurton-Aimar, Marie and Marchand, Serge}, title = {Multitask Multi-Database Emotion Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3637-3644} }
Prior Aided Streaming Network for Multi-Task Affective Analysis: Wei Zhang,

Zunhu Guo,

Keyu Chen,

Lincheng Li,

Zhimeng Zhang,

Yu Ding,

Runze Wu,

Tangjie Lv,

Changjie Fan; [pdf]
[bibtex]
@InProceedings{Zhang_2021_ICCV, author = {Zhang, Wei and Guo, Zunhu and Chen, Keyu and Li, Lincheng and Zhang, Zhimeng and Ding, Yu and Wu, Runze and Lv, Tangjie and Fan, Changjie}, title = {Prior Aided Streaming Network for Multi-Task Affective Analysis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3539-3549} }
Noisy Annotations Robust Consensual Collaborative Affect Expression Recognition: Darshan Gera,

S. Balasubramanian; [pdf]
[bibtex]
@InProceedings{Gera_2021_ICCV, author = {Gera, Darshan and Balasubramanian, S.}, title = {Noisy Annotations Robust Consensual Collaborative Affect Expression Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3585-3592} }
Iterative Distillation for Better Uncertainty Estimates in Multitask Emotion Recognition: Didan Deng,

Liang Wu,

Bertram E. Shi; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Deng_2021_ICCV, author = {Deng, Didan and Wu, Liang and Shi, Bertram E.}, title = {Iterative Distillation for Better Uncertainty Estimates in Multitask Emotion Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3557-3566} }
Analysing Affective Behavior in the Second ABAW2 Competition: Dimitrios Kollias,

Stefanos Zafeiriou; [pdf] [arXiv]
[bibtex]
@InProceedings{Kollias_2021_ICCV, author = {Kollias, Dimitrios and Zafeiriou, Stefanos}, title = {Analysing Affective Behavior in the Second ABAW2 Competition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3652-3660} }
Student Engagement Dataset: Kevin Delgado,

Juan Manuel Origgi,

Tania Hasanpoor,

Hao Yu,

Danielle Allessio,

Ivon Arroyo,

William Lee,

Margrit Betke,

Beverly Woolf,

Sarah Adel Bargal; [pdf]
[bibtex]
@InProceedings{Delgado_2021_ICCV, author = {Delgado, Kevin and Origgi, Juan Manuel and Hasanpoor, Tania and Yu, Hao and Allessio, Danielle and Arroyo, Ivon and Lee, William and Betke, Margrit and Woolf, Beverly and Bargal, Sarah Adel}, title = {Student Engagement Dataset}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3628-3636} }
FSER: Deep Convolutional Neural Networks for Speech Emotion Recognition: Bonaventure F. P. Dossou,

Yeno K. S. Gbenou; [pdf] [arXiv]
[bibtex]
@InProceedings{Dossou_2021_ICCV, author = {Dossou, Bonaventure F. P. and Gbenou, Yeno K. S.}, title = {FSER: Deep Convolutional Neural Networks for Speech Emotion Recognition}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3533-3538} }
Emotion Recognition Based on Body and Context Fusion in the Wild: Yibo Huang,

Hongqian Wen,

Linbo Qing,

Rulong Jin,

Leiming Xiao; [pdf]
[bibtex]
@InProceedings{Huang_2021_ICCV, author = {Huang, Yibo and Wen, Hongqian and Qing, Linbo and Jin, Rulong and Xiao, Leiming}, title = {Emotion Recognition Based on Body and Context Fusion in the Wild}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3609-3617} }
A Multi-Task Mean Teacher for Semi-Supervised Facial Affective Behavior Analysis: Lingfeng Wang,

Shisen Wang,

Jin Qi,

Kenji Suzuki; [pdf] [arXiv]
[bibtex]
@InProceedings{Wang_2021_ICCV, author = {Wang, Lingfeng and Wang, Shisen and Qi, Jin and Suzuki, Kenji}, title = {A Multi-Task Mean Teacher for Semi-Supervised Facial Affective Behavior Analysis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3603-3608} }