姓名:陆玉武

职称:博士,硕导

华南师范大学软件学院

Email: luyuwu2008@163.com

个人简历

陆玉武,男,博士毕业于哈尔滨工业大学,清华大学博士后,于2015-2017年在香港理工大学从事助理研究员。已发表SCI论文20余篇,主持国家项目两项,广东省项目一项。

研究领域

图像分类,人脸识别,迁移学习,领域自适应,低秩表达与非负矩阵分解,深度学习,主动学习

代表性论文

1. Y. Lu, W. Wang, C, Yuan, et al. Manifold Discriminative Transfer Learning for Image Classification. IEEE Transactions on Multimedia, vol. 23, pp. 2056-2070, 2021.

2. Y. Lu, W. Wong, Z. Lai, et al. Robust Flexible Preserving Embedding. IEEE Transactions on Cybernetics, vol. 50, no. 10, pp. 4495-4507, Oct. 2020.

3. Y. Lu, C. Yuan, X. Li, et al. Structurally Incoherent Low-Rank 2DLPP for Image Classification. IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, no. 6, pp. 1701-1714, Jun. 2019.

4. Y. Lu, Z. Lai, X. Li, et al. Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation. IEEE Transactions on Cybernetics, vol. 49, no. 5, pp. 1859-1872, May. 2019.

5. Y. Lu, C. Yuan, Z. Lai, et al. Horizontal and Vertical Nuclear Norm-Based 2DLDA for Image Representation. IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, no. 4, pp. 941-955, Apr. 2019.

6. Y. Lu, C. Yuan, W. Zhu, et al. Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification. IEEE Transactions on Image Processing, vol. 27, no. 11, pp. 5248-5260, Nov. 2018.

7. Y. Lu, Z. Lai, X. Li, et al. Learning Parts-Based and Global Representation for Image Classification, IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no. 12, pp. 3345-3360, Dec. 2018.

8. Y. Lu, Z. Lai, Y. Xu, et al. Nonnegative Discriminant Matrix Factorization. IEEE Transactions on Circuits and Systems for Video Technology, vol. 27, no. 7, pp. 1392-1405, Jul. 2017.

9. Y. Lu, C. Yuan, Z. Lai, et al. Nuclear Norm-Based 2DLPP for Image Classification, IEEE Transactions on Multimedia, vol. 19, no. 11, pp. 2391-2403, Nov. 2017.

10. Y. Lu, Z. Lai, Y. Xu, et al. Low-Rank Preserving Projections. IEEE Transactions on Cybernetics, vol. 46,


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