基本信息
博士毕业于北京工业大学多媒体与智能软件技术北京市重点实验室,计算机科学与技术专业。
主持国家自然科学基金青年项目、北京自然科学基金青年项目及中国博士后科学基金等5项国家级省部级科研项目。
以第一作者发表IEEE Trans、CVPR等国内外著名期刊、会议论文6篇。
研究方向:1)图像处理2)张量分析3)贝叶斯推断
代表成果:
[1] F. Ju, Y. Sun, J. Gao, Y. Hu and B. Yin. Probabilistic Linear Discriminant Analysis with Vectorial Representation for Tensor Data.IEEE Transactions on Neural Networks and Learning Systems.(Accept)
[2] F. Ju, Y. Sun, J. Gao, Y. Hu and B. Yin. Tensor Bayeisan Vectorial Dimension Reduction.IEEE Transactions on Neural Networks and Learning Systems. 29: 4579-4592, 2018.
[3] F. Ju, Y. Sun, J. Gao, Y. Hu and B. Yin. Image outlier detection and feature extraction via L1-norm based 2D probabilistic PCA.IEEE Transactions on Image Processing, 24(12):4834-4846, 2015.
[4] F. Ju, Y. Sun, J. Gao, Y. Hu and B. Yin. Mixture of bilateral-projection two-dimensional probabilistic principal component analysis.International Conference on Computer Vision and Pattern Recognition. 4462-4470,2016.