部分代表性论文

Zitong Yu, Yuming Shen, Jingang Shi, Hengshuang Zhao, Yawen Cui, Jiehua Zhang, Philip H. S. Torr, Guoying Zhao: PhysFormer++: Facial Video-based Physiological Measurement with SlowFast Temporal Difference Transformer. International Journal on Computer Vision, 2023

Jianwei Li, Zitong Yu, Jingang Shi: Learning Motion-Robust Remote Photoplethysmography through Arbitrary Resolution Videos. AAAI 2023

S Dong, Y Gong, J Shi, M Shang, X Tao, X Wei, X Hong, T Zhou Brain Cognition-Inspired Dual-Pathway CNN Architecture for Image Classification, IEEE Transactions on Neural Networks and Learning Systems,2023

Yantao Ji, Peilin Jiang, Jingang Shi, Yu Guo, Ruiteng Zhang, Fei Wang: Information-Growth Swin Transformer Network for Image Super-Resolution. ICIP 2022: 3993-3997

31  Jingang Shi, Yusi Wang, Songlin Dong, Xiaopeng Hong, Zitong Yu, Fei Wang, Yihong Gong, IDPT: Interconnected Dual Pyramid Transformer for Face Super-Resolution, IJCAI 2022

30. Zitong Yu, Yuming Shen, Jingang Shi, Hengshuang Zhao, Philip Torr, Guoying Zhao, PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformer, CVPR 2022

29. Yu Liu, Xiaopeng Hong, Xiaoyu Tao, Songlin Dong, Jingang Shi, Yihong Gong, Model Behavior Preserving for Class-Incremental Learning, IEEE Transactions on Neural Networks and Learning Systems, 2022

28. Yu Liu, Xiaopeng Hong, Xiaoyu Tao, Songlin Dong, Jingang Shi, Yihong Gong, Structural Knowledge Organization and Transfer for Class-Incremental Learning, ACM Multimedia Asia, 1-7

27. W Peng, J Shi, T Varanka, G Zhao Rethinking the ST-GCNs for 3D skeleton-based human action recognition, Neurocomputing 454, 45-53，2021

26. Z Yu, X Li, J Shi, Z Xia, G Zhao, Revisiting pixel-wise supervision for face anti-spoofing, IEEE Transactions on Biometrics, Behavior, and Identity Science, 2021

25. W Peng, J Shi, G Zhao,Spatial temporal graph deconvolutional network for skeleton-based human action recognition IEEE Signal Processing Letters 28, 244-248

24 W. Peng, J. Shi, Z. Xia and G. Zhao. " Mix dimension in poincaré geometry for 3d skeleton-based action recognition", Proc. the 28th ACM International Conference on Multimedia, 2020, pp. 1432-1440.

23  Z. Yu, X. Li, X. Niu, J. Shi and G. Zhao. " Face anti-spoofing with human material perception", Proc. European Conference on Computer Vision, 2020, pp. 557-575.

22 J. Shi, I. Alikhani, X. Li, Z. Yu, T. Seppanen and G. Zhao. "Atrial Fibrillation Detection from Face Video by Fusing Subtle Variations", IEEE Transactions on Circuits and Systems for Video Technology, vol.30, no.8, pp. 2781 - 2795, 2020. (Impact Factor: 4.046)

21  W. Peng, J. Shi, and G. Zhao. "Spatial Temporal Graph Deconvolutional Network for Skeleton-based Human Action Recognition" IEEE Signal Processing Letters, vol. 28, pp. 244-248, 2021.（Impact Factor: 3.105）

20 H. Chen, X. Liu, J. Shi and G. Zhao. “Temporal Hierarchical Dictionary Guided Decoding for Online Gesture Segmentation and Recognition”, IEEE Transactions on Image Processing, vol.29, pp. 9689 - 9702, 2020. （Impact Factor: 6.79）

19  Z. Yu, X. Li, X. Niu, J. Shi and G. Zhao. “AutoHR: A strong end-to-end baseline for remote heart rate measurement with neural searching”, IEEE Signal Processing Letters, vol. 27, pp. 1245-1249, 2020.（Impact Factor: 3.105）

18 J. Shi and G. Zhao. "Face Hallucination via Coarse-to-fine Recursive Kernel Regression Structure", IEEE Transactions on Multimedia,  vol.21, no.9, pp.2223-2236, 2019. (Impact Factor: 5.452)

17  J. Shi, X. Liu, Y. Zong, C. Qi and G. Zhao, "Hallucinating Face Image by Regularization Models in High-Resolution Feature Space", IEEE Transactions on Image Processing, vol.27, no.6, pp. 2980-2995, 2018. （Impact Factor: 6.79）

16 Y. Zong, W. Zheng, X. Huang, J. Shi, Z. Cui, G. Zhao. Domain regeneration for cross-database micro-expression recognition. IEEE Transactions on Image Processing, vol.27, no.5, pp. 2484-2498, 2018.（Impact Factor: 6.79）

15 J. Shi, X. Liu, C. Qi. "Global consistency, local sparsity and pixel correlation: A unified framework for face hallucination", Pattern Recognition, vol. 47, no. 11, pp. 3520–3534, 2014. （Impact Factor: 5.898）

14 J. Shi, C. Qi. "From Local Geometry to Global Structure: Learning Latent Subspace for Low-resolution Face Image Recognition", IEEE signal processing letters, vol. 22, no. 5, pp. 554–558, 2015.

     （Impact Factor: 3.105）

13 J. Shi, C. Qi. "Kernel-Based Face Hallucination via Dual Regularization Priors” IEEE signal processing letters, vol. 22, no. 8, pp. 1189–1193, 2015. （Impact Factor: 3.105）

12 M. Tang, Y. Zong, W. Zheng, J. Dai, J. Shi, P. Song "Micro-Expression Recognition by Leveraging Color Space Information” IEICE Transactions on Information and Systems, vol. 102, no. 6, pp. 1222–1226, 2019.

11 L. Li, X. Zhou, Y. Zong, W. Zheng, X. Chen, J. Shi, P. Song "Unsupervised Cross-Database Micro-Expression Recognition Using Target-Adapted Least-Squares Regression” IEICE Transactions on Information and Systems, vol. 102, no. 7, pp. 1417–1421, 2019.

10 J. Shi, C. Qi. "An Image Inpainting Algorithm Based on Sparse Modeling with Double Constraints"Journal of Xi’an Jiaotong University, vol. 46, no. 2, pp. 6–10, 2012.

9 W. Peng, J. Shi, Z. Xia and G. Zhao. " Mix dimension in poincaré geometry for 3d skeleton-based action recognition", Proc. the 28th ACM International Conference on Multimedia, 2020, pp. 1432-1440.

8  Z. Yu, X. Li, X. Niu, J. Shi and G. Zhao. " Face anti-spoofing with human material perception", Proc. European Conference on Computer Vision, 2020, pp. 557-575.

7 J. Shi, C. Qi. "Face hallucination based on PCA dictionary pairs", Proc. the 20th IEEE International Conference on Image Processing, Melbourne, Australia, 2013, pp.933-937.

6 J. Shi, C. Qi. "Sparse modeling based image inpainting with local similarity constraint", Proc. the 20th IEEE International Conference on Image Processing, Melbourne, Australia, 2013, pp.1371-1375.

5 J. Shi, C. Qi, “A nonlocal exemplar-based inpainting algorithm,” Proc. the 20th National Conference on Multimedia Technology, Beijing, China, 2011. (In Chinese)

4 G. Li , J. Shi, J. Peng, G. Zhao, “Micro-expression Recognition Under Low-resolution Cases”, Proc. the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2019.

3 X. Li, I. Alikhani, J. Shi, T. Seppänen, J. Junttila, K. Majamaa-Voltti, M. Tulppo and G. Zhao, “The OBF Database: A Large Face Video Database for Remote Physiological Signal Measurement and Atrial Fibrillation Detection” Proc. the 13th IEEE International Conference on Automatic Face and Gesture Recognition, 2018.

2 M. Qiao, T. Wang, Y. Dong, J. Shi, J. Teng and H. Snoussi, "Real time object tracking based on local texture feature with correlation filter", Proc. the 21st IEEE International Conference on Digital Signal Processing, Beijing, China, 2016.

1 Z. Zha, X. Liu, Z. Zhou, X. Huang, J. Shi, and X. Zhang, "Image denoising via group sparsity residual constraint", Proc. the 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), NEW ORLEANS, USA, 2017.