AutoHR: A Strong End-to-end Baseline for Remote Heart Rate Measurement with Neural Searching

Apr 26, 2020
Zitong Yu, Xiaobai Li, Xuesong Niu, Jingang Shi, Guoying Zhao

* Submitted to IEEE Signal Processing Letters 

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Multi-Modal Face Anti-Spoofing Based on Central Difference Networks

Apr 17, 2020
Zitong Yu, Yunxiao Qin, Xiaobai Li, Zezheng Wang, Chenxu Zhao, Zhen Lei, Guoying Zhao

* 1st place in "Track Multi-Modal" of ChaLearn Face Anti-spoofing Attack Detection Challenge@CVPR2020; Accepted by CVPR2020 Media Forensics Workshop. arXiv admin note: text overlap with arXiv:2003.04092 

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The 1st Challenge on Remote Physiological Signal Sensing (RePSS)

Mar 26, 2020
Xiaobai Li, Hu Han, Hao Lu, Xuesong Niu, Zitong Yu, Antitza Dantcheva, Guoying Zhao, Shiguang Shan


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Searching Central Difference Convolutional Networks for Face Anti-Spoofing

Mar 09, 2020
Zitong Yu, Chenxu Zhao, Zezheng Wang, Yunxiao Qin, Zhuo Su, Xiaobai Li, Feng Zhou, Guoying Zhao

* Accepted by CVPR2020 

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Deep-HR: Fast Heart Rate Estimation from Face Video Under Realistic Conditions

Feb 12, 2020
Mohammad Sabokrou, Masoud Pourreza, Xiaobai Li, Mahmood Fathy, Guoying Zhao


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Sparsity-Aware Deep Learning for Automatic 4D Facial Expression Recognition

Feb 08, 2020
Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao

* Submitted to IEEE ICIP 2020 

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Learning Graph Convolutional Network for Skeleton-based Human Action Recognition by Neural Searching

Nov 11, 2019
Wei Peng, Xiaopeng Hong, Haoyu Chen, Guoying Zhao

* Accepted by AAAI2020 

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Landmarks-assisted Collaborative Deep Framework for Automatic 4D Facial Expression Recognition

Oct 11, 2019
Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao

* 5 pages, 2 figures, 2 tables 

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Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection

Sep 10, 2019
Yingyue Xu, Dan Xu, Xiaopeng Hong, Wanli Ouyang, Rongrong Ji, Min Xu, Guoying Zhao

* Accepted to ICCV 

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Remote Heart Rate Measurement from Highly Compressed Facial Videos: an End-to-end Deep Learning Solution with Video Enhancement

Jul 27, 2019
Zitong Yu, Wei Peng, Xiaobai Li, Xiaopeng Hong, Guoying Zhao

* IEEE ICCV2019, accepted 

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Micro-expression Action Unit Detection withSpatio-temporal Adaptive Pooling

Jul 11, 2019
Yante Li, Xiaohua Huang, Guoying Zhao

* 10 pages, 4 figures 

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Video Action Recognition Via Neural Architecture Searching

Jul 10, 2019
Wei Peng, Xiaopeng Hong, Guoying Zhao

* Accepted by IEEE ICIP2019 

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Recovering remote Photoplethysmograph Signal from Facial videos Using Spatio-Temporal Convolutional Networks

May 07, 2019
Zitong Yu, Xiaobai Li, Guoying Zhao


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Automatic 4D Facial Expression Recognition via Collaborative Cross-domain Dynamic Image Network

May 07, 2019
Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao

* 11 pages, 4 figures, submitted paper 

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A Boost in Revealing Subtle Facial Expressions: A Consolidated Eulerian Framework

Jan 23, 2019
Wei Peng, Xiaopeng Hong, Yingyue Xu, Guoying Zhao

* conference IEEE FG2019 

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Spatiotemporal Recurrent Convolutional Networks for Recognizing Spontaneous Micro-expressions

Jan 15, 2019
Zhaoqiang Xia, Xiaopeng Hong, Xingyu Gao, Xiaoyi Feng, Guoying Zhao

* Submitted to IEEE TMM 

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Cross-Database Micro-Expression Recognition: A Benchmark

Dec 19, 2018
Yuan Zong, Wenming Zheng, Xiaopeng Hong, Chuangao Tang, Zhen Cui, Guoying Zhao

* 13 pages 

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From BoW to CNN: Two Decades of Texture Representation for Texture Classification

Oct 03, 2018
Li Liu, Jie Chen, Paul Fieguth, Guoying Zhao, Rama Chellappa, Matti Pietikainen

* Accepted by IJCV 

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A Global Alignment Kernel based Approach for Group-level Happiness Intensity Estimation

Sep 03, 2018
Xiaohua Huang, Abhinav Dhall, Roland Goecke, Matti Pietikainen, Guoying Zhao


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Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond

Sep 01, 2018
Dimitrios Kollias, Panagiotis Tzirakis, Mihalis A. Nicolaou, Athanasios Papaioannou, Guoying Zhao, Björn Schuller, Irene Kotsia, Stefanos Zafeiriou


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Saliency Integration: An Arbitrator Model

Jul 27, 2018
Yingyue Xu, Xiaopeng Hong, Fatih Porikli, Xin Liu, Jie Chen, Guoying Zhao

* Y. Xu, X. Hong, F. Porikli, X. Liu, J. Chen, and G. Zhao, "Saliency Integration: An Arbitrator Model", IEEE Transactions on Multimedia. 2018 
* IEEE Transactions on Multimedia (2018) 

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SRN: Side-output Residual Network for Object Reflection Symmetry Detection and Beyond

Jul 17, 2018
Wei Ke, Jie Chen, Jianbin Jiao, Guoying Zhao, Qixiang Ye

* submitted to PAMI, under major revision 

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Texture Classification in Extreme Scale Variations using GANet

Feb 13, 2018
Li Liu, Jie Chen, Guoying Zhao, Paul Fieguth, Xilin Chen, Matti Pietikäinen

* submitted to IEEE Transactions on Image Processing 

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Micro-Expression Spotting: A Benchmark

Oct 08, 2017
Xiaopeng Hong, Thuong-Khanh Tran, Guoying Zhao


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PCANet-II: When PCANet Meets the Second Order Pooling

Sep 30, 2017
Lei Tian, Xiaopeng Hong, Guoying Zhao, Chunxiao Fan, Yue Ming, Matti Pietikäinen


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Learning a Target Sample Re-Generator for Cross-Database Micro-Expression Recognition

Jul 26, 2017
Yuan Zong, Xiaohua Huang, Wenming Zheng, Zhen Cui, Guoying Zhao

* To appear at ACM Multimedia 2017 

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SRN: Side-output Residual Network for Object Symmetry Detection in the Wild

Apr 01, 2017
Wei Ke, Jie Chen, Jianbin Jiao, Guoying Zhao, Qixiang Ye

* Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2017 

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Towards Reading Hidden Emotions: A comparative Study of Spontaneous Micro-expression Spotting and Recognition Methods

Feb 08, 2017
Xiaobai Li, Xiaopeng Hong, Antti Moilanen, Xiaohua Huang, Tomas Pfister, Guoying Zhao, Matti Pietikäinen


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Two decades of local binary patterns: A survey

Jan 16, 2017
Matti Pietikäinen, Guoying Zhao

* In Advances in Independent Component Analysis and Learning Machines, Academic Press, 2015, Pages 175-210 

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Analyzing the Affect of a Group of People Using Multi-modal Framework

Oct 13, 2016
Xiaohua Huang, Abhinav Dhall, Xin Liu, Guoying Zhao, Jingang Shi, Roland Goecke, Matti Pietikainen

* 11 pages. Submitted to the IEEE Transactions on Cybernetics 

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