研究方向:遥感图像处理、机器学习、矩阵计算
代表性论文:[1]
Ye
J, Zhang X. Hyperspectral Image Restoration by Subspace Representation with
Low-Rank constraint and Spatial-Spectral Total Variation[J]. IET image
processing, 2020, 14(2): 220-230. [2]
Ye
J, Zhang X. Hyperspectral Image Denoising via Subspace Low-Rank Representation
and Spatial-Spectral Total Variation[J]. Joural of Image Science and
Technology, 2020,64(1):010507-1-010507-9. [3] Ye Jun, Zhong Jin. Hyper graph regularized Discriminative Concept Factorization for Data Representation[J]. Soft Computing, 2018, 22:4417-4429. [4]Jun Ye, Zhong Jin. Graph-regularized local coordinate Concept Factorization for image representation[J]. Neural Process Lett, 2017, 46(2): 427-449. [5]Jun Ye, Zhong Jin. Feature Selection for Adaptive Dual-Graph Regularized Concept Factorization for Data Representation[J]. Neural Process Lett, 2017, 45:667-688.
[6]Jun Ye, Zhong Jin. Dual-graph regularized Concept Factorization for Clustering[J]. Neurocomputing, 2014,138:120-130.
[7]Jun Ye, Zhong Jin. Non-negative matrix factorisation based on fuzzy K nearest neighbour graph and its applications[J]. IET Computer Vision, 2013, 7(5): 346-353.
[8]Jun Ye, Zhong Jin. Nonnegative matrix factorization on orthogonal subspace with smoothed L0 norm constrained[J]. Lecture Notes in Computer Science, 2013, 7751: 1-7.
主持和参与的科研项目:
1.基于图嵌入的概念分解算法研究及其在特征提取中的应用(BK20150867),江苏省自然科学基金青年基金项目,2015.6-2018.6,项目负责人.
2.
甚低分辨率目标图像的非参数盲超分模型与快速算法研究(61771250),国家自然科学基金面上项目,2018/01-2021/12,参与人. 3. 基于“凸-非凸”策略的稀疏数据重建框架及应用研究,61971234,国家自然科学基金面上项目,2020/01-2023/12