赵国英

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职称:教授/博士生导师

个人简介:

主要研究领域:主要研究方向是图像和视频理解、步态和姿态分析、面部表情识别、非接触生理信号分析。

科研成果:

1. Xin Liu, Guoying Zhao. 3D Skeletal Gesture Recognition via Sparse Coding of Time-Warping Invariant Riemannian Trajectories. International Conference on MultiMedia Modeling 2019.

2. Xin Liu, Guoying Zhao. Background subtraction using Multi-Channel Fused Lasso. IS&T Electronic Imaging 2019.

3. Liu, Henglin Shi, Xiaopeng Hong, Haoyu Chen, Dacheng Tao, Guoying Zhao. Hidden States Exploration for 3D Skeleton-based Gesture Recognition.  IEEE Winter Conference on Applications of Computer Vision (WACV), 2019

4. Si-Qi Liu, Pong Chi Yuen, Xiaobai Li, Guoying Zhao. Recent Progress on Face Presentation Attack Detection of 3D Mask Attacks. Handbook of Biometric Anti-Spoofing, 229-246, 2019.

5. Jingang Shi, Xin Liu, Yuan Zong, Chun Qi, Guoying Zhao. Hallucinating Face Image by Regularization Models in High-Resolution Feature Space. IEEE Transactions on Image Processing, 27(6): 2980 - 2995, 2018.

6. Yuan Zong, Wenming Zheng, Xiaohua Huang, Jingang Shi, Zhen Cui, Guoying Zhao. Domain regeneration for cross-database micro-expression recognition. IEEE Transactions on Image Processing, 27(5): 2484-2498, 2018.

7. Li Liu, Jie Chen, Paul Fieguth, Guoying Zhao, Rama Chellappa, Matti Pietikäinen. From BoW to CNN: Two Decades of Texture Representation for Texture Classification. International Journal of Computer Vision (IJCV).

8. Xin Liu, Jiawen Yao, Xiaopeng Hong, Xiaohua Huang, Ziheng Zhou, Chun Qi, and Guoying Zhao. Background subtraction using spatio-temporal group sparsity recovery. IEEE Transactions on Circuits and Systems for Video Technology, 28(8): 1737-1751, 2018.

9. Xiaobai Li, Xiaopeng Hong, Antti Moilanen, Xiaohua Huang, Tomas Pfister, Guoying Zhao, and Matti Pietikäinen. Towards Reading Hidden Emotions: A Comparative Study of Spontaneous Micro-expression Spotting and Recognition Methods. IEEE Transactions on Affective Computing, 9(4): 563-577, 2018.

10. Xiaohua Huang, Abhinav Dhall, Roland Goecke and Matti Pietikäinen, Guoying Zhao. Multi-modal Framework for Analyzing the Affect of a Group of People. IEEE Transactions on Multimedia,20(10): 2706-2721. 2018.

11. Yingyue Xu, Xiaopeng Hong, FatihPorikli, Xin Liu, Jie Chen, and Guoying Zhao. Saliency Integration: An Arbitrator Model. IEEE Transactions on Multimedia, 2018.

12. 0Yingyue Xu, Xiaopeng Hong, Xin Liu, Guoying Zhao. Saliency Detection via Bi-directional Propagation. Journal of Visual Communication and Image Representation, 53:113-121. 2018.

13. Yuan Zong, Xiaohua Huang, Wenming Zheng, Zhen Cui, and Guoying Zhao. Learning from Hierarchical Spatiotemporal Descriptors for Micro-Expression Recognition. IEEE Transactions on Multimedia, 2018.

14. Chunxiao Fan, Lei Tian, Yue Ming, Xiaopeng Hong, Guoying Zhao, Matti Pietikäinen. Sparse Projections Matrix Binary Descriptors for Face Recognition. Neurocomputing, 2978-21, 2018.

15. Henglin Shi, Xin Liu, Xiaopeng Hong, Guoying Zhao. Bidirectional Long Short-Term Memory Variational Autoencoder and its Application in Skeleton based Gesture Recognition. BMVC 2018.

16. Xiaobai Li, Iman Alikhani, Jingang Shi, TapioSeppänen, Juhani Junttila, KirsiMajamaa-Voltti, MikkoTulppo and Guoying Zhao. The OBF Database: A Large Face Video Database for Remote Physiological Signal Measurement and Atrial Fibrillation Detection. International Conference on Face and Gesture 2018.

17. Haoyu Chen, Xin Liu and Guoying Zhao. Temporal Hierarchical Dictionary with HMM for Fast Gesture Recognition. ICPR 2018.

18. Ruijing Yang, XiaopengHongy, Jinye Peng, Xiaoyi Feng, Guoying Zhao. Incorporating high-level and low-level cues for pain intensity estimation. ICPR 2018.

19. Lei Tian, Xiaopeng Hong, Chunxiao Fan, Yue Ming, Matti Pietikäinen, Guoying Zhao. Sparse Tikhonov-Regularized Hashing for Multi-Modal Learning. ICIP 2018.

20. Yante Li, Xiaohua Huang, Guoying Zhao. Can Micro-Expression Be Recognized Based on Single Apex Frame? ICIP 2018.

21. Na Liu, Baofeng Zhang, Yuan Zong, Li Liu, Jie Chen, Guoying Zhao, Junchao Zhu. Super wide regression network for unsupervised cross-database facial expression recognition. ICASSP 2018.

22. Na Liu, Yuan Zong, Baofeng Zhang, Li Liu, Jie Chen, Guoying Zhao, Junchao Zhu. Unsupervised cross-corpus speech emotion recognition using domain-adaptive subspace learning. ICASSP 2018.

科研项目:

1. 2018.09.01-2022.08.31: Academy project: “Micro-gesture analysis with machine learning for hidden emotion understanding (MiGA)”.

2. 2018.09.01-2022.08.31: Spearhead projects “Towards Reading Micro-Expressions in the Real World”, University of Oulu: 440000 €.

3. 2018.01.01-2019.12.31: Academy ICT 2023 project: Separable Modality Learning. Total appropriation: 438 500€.

4. 2018.01.01-2019.12.31: Tekes funded project: Quantifying Human Experience for Increased Intelligence Within Work Teams and in the Customer Interface. Total appropriation: 318 756€.

5. 2018.01.01-2021.12.31: 国家自然科学基金:从人脸视频中远程读取生理信号,65

教学情况:

指导博士6名,硕士20

其它信息:

欧洲华人十大科技领军人才。

发表论文超过180篇,论文总引用数超过9000H因子37。

Pattern Recognition, IEEE Transactions on Circuits and Systems for Video Technology和 Image and Vision Computing期刊副主编。

个人网站: http://www.ee.oulu.fi/~gyzhao/


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