研究方向:
3D人脸识别、机器视觉、人工智能算法研究
仿生动态视觉传感器芯片及其系统设计
教育背景:
上海大学, 控制科学与工程, 博士
学术经历:
2019年-至今复旦大学, 微电子学院, 博士后
2015年-2016年澳大利亚科廷大学(Curtin University),计算机科学, 联合培养博士
2013年-2018年上海大学, 控制科学与工程, 博士
科研获奖:
上海市自然科学基金,2019
代表性论文:
1)J. Liu, D. He, X. Zeng, M. Wang, X. Xiu, W. Liu, W. Li. “ManiDec: Manifold Constrained Low-Rank and Sparse Decomposition”. IEEE Access, Vol. 7, pp. 112939-112952, 2019.
2)J. Liu, W. Liu, S. Ma, et al. “Face recognition based on manifold constrained joint sparse sensing with K-SVD”. Multimedia Tools and Applications, Vol. 77, pp. 28863-28883, 2018.
J. Liu, S. Ma, et al. “A Novel Sparse A Novel Sparse Representation Algorithm based on Mixed L0-norm with Synthesis K-SVD”. Pacific Journal of Optimization, 2018. Accepted.
4)J. Liu, W. Liu, S. Ma, et al. “Image-set based face recognition using K-SVD dictionary learning”. International Journal of Machine Learning and Cybernetics, Vol. 4, pp. 1-14, 2018.
5)J. Liu, W. Liu, S. Ma, et al. “Evaluation of K-SVD with different embedded sparse representation algorithms”. 2016 12th International Conference on Natural Computation and 13th Fuzzy Systems and Knowledge Discovery (ICNC-FSKD). IEEE, 2016.