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CASIA OpenIR
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Multi-modal Continuous Dimensional Emotion Recognition Using Recurrent Neural Network and Self-Atention Mechanism 会议论文
, Seattle, United States, 12-16 October, 2020
作者:  Licai Sun;  Zheng Lian;  Jianhua Tao;  Bin Liu;  Mingyue Niu
Adobe PDF(1041Kb)  |  收藏  |  浏览/下载：188/58  |  提交时间：2021/06/16
A time-frequency channel attention and vectorization network for automatic depression level prediction 期刊论文
Neurocomputing, 2021, 期号: 450, 页码: 208-218
作者:  Mingyue Niu;  Bin Liu;  Jianhua Tao;  Qifei Li
Adobe PDF(2001Kb)  |  收藏  |  浏览/下载：203/56  |  提交时间：2021/06/01
Sphere embedding normalization  DenseNet  Transition layer  Time-frequency channel attention block  Time-frequency vectorization block  Depression detection  
Multimodal Spatiotemporal Representation for Automatic Depression Level Detection 期刊论文
IEEE Transactions on Affective Computing, 2020, 期号: 0, 页码: 0
作者:  Mingyue Niu;  Jianhua Tao;  Bin Liu;  Jian Huang;  Zheng Lian
Adobe PDF(2831Kb)  |  收藏  |  浏览/下载：218/55  |  提交时间：2021/06/01
Multimodal depression detection  Spatio-Temporal Attention  Audio/Video Segment-Level Feature  Eigen Evolution Pooling  Audio/Video Level Feature  Multimodal Attention Feature Fusion  
Expression Analysis Based on Face Regions in Real-world Conditions 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 96-107
作者:  Zheng Lian;  Ya Li;  Jian-Hua Tao;  Jian Huang;  Ming-Yue Niu
浏览  |  Adobe PDF(1364Kb)  |  收藏  |  浏览/下载：237/43  |  提交时间：2021/02/22
Facial emotion analysis  face areas  class activation map  confusion matrix  concerned area.  
Multimodal continuous emotion recognition with data augmentation using recurrent neural networks 会议论文
, Seoul, Republic of Korea, 2018.10.22-2018.10.26
作者:  Huang, Jian;  Li, Ya;  Tao, Jianhua;  Lian, Zheng;  Niu, Mingyue;  Yang, Minghao
浏览  |  Adobe PDF(8467Kb)  |  收藏  |  浏览/下载：257/68  |  提交时间：2020/06/20
Multimodal Transformer Learning for Continuous Emotion Recognition 会议论文
, Barcelona, Spain, 2020.5.4-2020.5.8
作者:  Huang, Jian;  Tao, Jianhua;  Liu, Bin;  Lian, Zheng;  Niu, Mingyue
浏览  |  Adobe PDF(334Kb)  |  收藏  |  浏览/下载：339/108  |  提交时间：2020/06/20
Region Based Robust Facial Expression Analysis 会议论文
2018 1st Asian Conference on Affective Computing and Intelligent Interaction, ACII Asia 2018, Beijing, 2018
作者:  Lian, Zheng;  Li Y(李雅);  Tao, Jianhua;  Huang, Jian;  Niu, Mingyue
Adobe PDF(1740Kb)  |  收藏  |  浏览/下载：296/55  |  提交时间：2018/11/26