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袁浩亮

  • 学科领域:电气工程
  • 所属单位:广东工业大学
  • 研究方向:机器学习、模式识别、计算机视觉
  • 学历/职称:副教授
  • 专家介绍: 袁浩亮,男,1986年生,澳门大学软件工程博士学位,青年百人计划特聘副教授,硕士生导师。主要从事机器学习、模式识别、计算机视觉等研究。现加入赖来利教授团队,主要从事人工智能在智能电网中的研究工作。

专家详情

主要论文

1H. Yuan, J. Zheng, L. L. Lai, and Y. Y. Tang, A constrained least squares regression model, Information Sciences, vol. 429, pp. 247-259, 2018. (SCI)
2H. Yuan, X. Li, F. Xu, Y. Wang, L. L. Lai, and Y. Y. Tang, A collaborative-competitive representation based classifier model, Neurocomputing, in press, DOI: doi.org/10.1016/j.neucom.2017.09.022, 2018. (SCI)
3H. Yuan, J. Zheng, L. L. Lai, and Y. Y. Tang, Semi-supervised graph-based retargeted least squares regression. Signal Processing, vol. 142, pp. 188-193, 2018. (SCI)
4H. Yuan, Robust patch-based sparse representation for hyperspectral image classification, International Journal of Wavelets, Multiresolution and Information Processing, vol. 15, no. 3, pp. 1-15, 2017. (SCI)
5H. Yuan and L. L. Lai, Robust subspace learning method for hyperspectral image classification, International Journal of Wavelets, Multiresolution and Information Processing, vol. 15, no. 6, pp. 1-21, 2017. (SCI)
6H. Yuan and Y. Y. Tang, Spectral-Spatial Shared Linear Regression for Hyperspectral Image Classification, IEEE Transactions on Cybernetics, vol. 47, no. 5, pp. 934-945, 2017. (SCI)
7Y. Y. Tang, Y. Lu, and H. Yuan, Hyperspectral Image Classification Based on Three-Dimensional Scattering Wavelet Transform, IEEE Transactions on Geoscience and Remote Sensing, vol. 53, no. 5, pp. 2467-2480, 2015. (通讯作者) (SCI) 
8H. Yuan and Y. Y. Tang, Learning with Hypergraph for Hyperspectral Image Feature Extraction, IEEE Geoscience and Remote Sensing Letters, vol. 12, no. 8, pp. 1695-1699, 2015. (SCI) 
9H. Yuan and Y. Y. Tang, Sparse Representation Based on Set-to-set Distance for Hyperspectral Image Classification, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 8, no. 6, pp. 2464-2472, 2015. (SCI) 
10Y. Y. Tang, H. Yuan, and L. Li, Manifold-Based Sparse Representation for Hyperspectral Image Classification, IEEE Transactions on Geoscience and Remote Sensing, vol. 52, no. 12, pp. 7606-7618, 2014. (导师一作) (SCI) 
11H. Yuan, Y. Y. Tang, Y. Lu, L. Yang, and H. Luo, Hyperspectral Image Classification Based on Regularized Sparse Representation, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, no. 6, pp. 2174-2182, 2014. (SCI)
12H. Yuan, Y. Y. Tang, Y. Lu, L. Yang, and H. Luo, Spectral-Spatial Classification of Hyperspectral Image Based on Discriminant Analysis, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, no. 6, pp. 2035-2043, 2014. (SCI) 
13H. Yuan and Y. Y. Tang, A Novel Sparsity-Based Framework Using Max Pooling Operation for Hyperspectral Image Classification, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, no. 8, pp. 3570-3576, 2014. (SCI)

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