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Hyperbolic Deep Neural Networks: A Survey

Jan 14, 2021
Wei Peng, Tuomas Varanka, Abdelrahman Mostafa, Henglin Shi, Guoying Zhao


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Quantum neural networks with deep residual learning

Dec 29, 2020
Yanying Liang, Wei Peng, Zhu-Jun Zheng, Olli Silvén, Guoying Zhao

* 17 pages, 12 figures 

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Revisiting Pixel-Wise Supervision for Face Anti-Spoofing

Nov 24, 2020
Zitong Yu, Xiaobai Li, Jingang Shi, Zhaoqiang Xia, Guoying Zhao

* submitted to IEEE Transactions on Biometrics, Behavior and Identity Science 

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NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing

Nov 03, 2020
Zitong Yu, Jun Wan, Yunxiao Qin, Xiaobai Li, Stan Z. Li, Guoying Zhao

* Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI); the CASIA-SURF 3DMask dataset is available at http://www.cbsr.ia.ac.cn/users/jwan/database/3DMask.pdf 

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Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition

Aug 21, 2020
Zitong Yu, Benjia Zhou, Jun Wan, Pichao Wang, Haoyu Chen, Xin Liu, Stan Z. Li, Guoying Zhao

* Submitted to IEEE Transactions on Image Processing 

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2nd Place Scheme on Action Recognition Track of ECCV 2020 VIPriors Challenges: An Efficient Optical Flow Stream Guided Framework

Aug 10, 2020
Haoyu Chen, Zitong Yu, Xin Liu, Wei Peng, Yoon Lee, Guoying Zhao

* Technical report for ECCV 2020 VIPrior Challenge, Action Recognition Track 

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Mix Dimension in Poincaré Geometry for 3D Skeleton-based Action Recognition

Aug 03, 2020
Wei Peng, Jingang Shi, Zhaoqiang Xia, Guoying Zhao

* Accepted by ACM MM2020 

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Micro-expression spotting: A new benchmark

Jul 24, 2020
Thuong-Khanh Tran, Quang-Nhat Vo, Xiaopeng Hong, Xiaobai Li, Guoying Zhao


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Video-based Remote Physiological Measurement via Cross-verified Feature Disentangling

Jul 16, 2020
Xuesong Niu, Zitong Yu, Hu Han, Xiaobai Li, Shiguang Shan, Guoying Zhao


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Face Anti-Spoofing with Human Material Perception

Jul 04, 2020
Zitong Yu, Xiaobai Li, Xuesong Niu, Jingang Shi, Guoying Zhao

* Accepted by ECCV2020 

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Revealing the Invisible with Model and Data Shrinking for Composite-database Micro-expression Recognition

Jun 17, 2020
Zhaoqiang Xia, Wei Peng, Huai-Qian Khor, Xiaoyi Feng, Guoying Zhao


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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 [email protected]; 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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