Research Areas

Image Processing, Tensor Analysis, Bayesian Learning

Publications:

[1] Fujiao Ju, Yanfeng Sun, Junbin Gao, Yongli Hu and Baocai Yin. Probabilistic Linear Discriminant Analysis with Vectorial Representation for Tensor Data. IEEE Transactions on Neural Networks and Learning Systems. 30:2938 – 2950,2019.

[2] Fujiao Ju, Yanfeng Sun, Junbin Gao, Michael Antolovich, Junliang Dong and Baocai Yin. Tensor Train Restricted Boltzamnn Machine. ACM Transactions on Knowledge Discovery from Data.13(3):1-16,2019.

[3] Fujiao Ju, Yanfeng Sun, Junbin Gao, Yongli Hu and Baocai Yin. Vectorial Dimension Reduction for Tensors Based on Bayesian Inference. IEEE Transactions on Neural Networks and Learning Systems. 29: 4579-4592, 2018.

[4] Fujiao Ju, Yanfeng Sun, Junbin Gao, Yongli Hu and Baocai Yin. Image outlier detection and feature extraction via L1-norm based 2D probabilistic PCA. IEEE Transactions on Image Processing, 24(12):4834-4846, 2015.

[5] Fujiao Ju, Yanfeng Sun, Junbin Gao, Yongli Hu and Baocai Yin. Nonparametric Tensor Dictionary Learning with Beta Process Prior. Neurocomputing, 218: 120-130, 2015.

Personal Statement

Fujiao Ju received her Ph.D. Degree from the Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology.

She has presided over National Science Fund of China (NSFC) for Young Scholars, Beijing Scientific Research Projects for Young Scholars and other funding projects.