Xiaoguang Tu's Home Page

Xiaoguang Tu （涂晓光）:

CV: Ph.D. Candidate of School of Communication and Information Engineering, University of Electronic Science and Technology of China (UESTC), Chengdu, P.R. China.

Research field: Face Recognition; Medical Image Processing; Computer vision; Deep Learning.

Publications: 

1. Tu X, Gao J, Zhu C, et al. MR image segmentation and bias field estimation based on coherent local intensity clustering with total variation regularization.[J]. Medical & Biological Engineering & Computing,

2016, 54(12):1807-1818. (pdf, code).

2. Tu X, Gao J, Xie M, et al. Illumination Normalization based on Correction of Large-scale Components for Face Recognition[J]. Neurocomputing, 2017.

3. Tu X, Xie M, Gao J, et al. Automatic Categorization and Scoring of Solid, Part-Solid and Non-Solid Pulmonary Nodules in CT Images with Convolutional Neural Network[J]. Scientific Reports, 2017, 7.

4. Ge H, Yang F, Tu X, et al. Pre-Processing for Fine-Grained Image Classification[J]. IEICE TRANSACTIONS on Information and Systems, 2017, 100(8): 1938-1942.

5. Gao J, Dai X, Zhu C, et al. Supervoxel Segmentation and Bias Correction of MR Image with Intensity Inhomogeneity[J]. Neural Processing Letters, 2017: 1-14.

6. TU X, YANG F, XIE M. Illumination Normalization for Face Recognition Using Energy Minimization Framework[J]. IEICE TRANSACTIONS on Information and Systems, 2017, 100(6): 1376-1379.

7. X Tu, J Zhao, M Xie, G Du, H Zhang, J Li, Z Ma, J Feng - arXiv preprint arXiv:1901.05602, 2019.  Learning Generalizable and Identity-Discriminative Representations for Face Anti-Spoofing.

8. X Tu, H Zhang, M Xie, Y Luo, Y Zhang, Z Ma - arXiv preprint arXiv:1901.05635, 2019. Enhance the Motion Cues for Face Anti-Spoofing using CNN-LSTM Architecture

9. X Tu, H Zhang, M Xie, Y Luo, Y Zhang, Z Ma - arXiv preprint arXiv:1901.05633, 2019. Deep Transfer Across Domains for Face Anti-spoofing

10. J Zhao, J Li, X Tu, F Zhao, Y Xin, J Xing, H Liu, S Yan… - arXiv preprint arXiv:1902.04755, 2019. Multi-Prototype Networks for Unconstrained Set-based Face Recognition

11. X Tu, Jian Zhao, et al. Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning. Arxiv: https://arxiv.org/abs/1903.09359