黄悦

• 学习和研究工作简历:

  • 2010.08–至 今，厦门大学信息科学与技术学院，副教授
  • 2006.09–2010.03，清华大学，博士

• 研究方向: 数字图像处理

• 所属部门: 通信工程系

• 联系电话:

• 电子邮件: yhuang2010@xmu.edu.cn

• 个人主页: https://huangyue05.github.io/

• 主讲课程: 工程数学（基础课）、电路分析（公共课）、现代信号处理（研究生必修课）

• 指导研究生:

  • 2015 级硕士生：杜宝林，郑瀚
  • 2014 级硕士生：丘琴秀
  • 2013 级硕士生：吴锐文，王家坤
  • 2012 级硕士生：孙晔，陈欣
  • 2011 级硕士生：张君

• 学术兼职：

  • 厦门市通信学会会员， 2010-

• 在研项目：

  • 基于稀疏表示分类的高内涵筛选显微图像神经突骨架提取研究，青年科学基金项目，2014-2016。

• 代表性论文：

  Journals

  • Yue Huang, Ruiwen Wu, Ye Sun, Wei Wang and Xinghao Ding*, Vehicle logo recognition system based on convolutional networks with a pre-training strategy, IEEE Transactions on Intelligent Transportation Systems (ITS), vol. 16, no.4, pp. 1951 - 1960, 2015.（智能交通领域国际顶级期刊，JCR2 区）
  • Yue Huang, John Paisley, Xinghao Ding, et.al, ‘Bayesian Nonparametric Dictionary Learning for Compressed Sensing MRI’, IEEE Trans. on Image Processing, 2014, 23(12): 5007-5019
  • Yue Huang, Xin Chen, Jun Zhang, Xinghao Ding, ‘Single-trial denoising via collaboraborative filtering on ERPs images’, Neurocomputing, 2015, 149: 914-923
  • Yue Huang, Jun Zhang, Yunying Huang, An Automated Computational Framework for Retinal Vascular Network Labeling and Branching order Analysis, Microvascular Research, 2012, 84(2): 169-177
  • Yue Huang, Xuezhi Sun, Guangshu Hu*, Yunying Huang, An automated approach for cerebral microvascularity labeling in microscopy images Microscopy research and techniques, 2012, 75(3):388-396
  • Yue Huang, Xuezhi Sun, Guangshu Hu, ‘An Integrated Genetics Approach to identify Protein Signal Pathway of Alzheimer Disease’. Computer Methods in biomechanics and Biomedical Engineering,.2011,14(4):371-378.
  • Yue Huang, Xuezhi Sun, Guangshu Hu, ‘An Automatic Integrated Approach for Stained Neuron Detection in Studying Neuron Migration’, Microscopy Research and Techniques, 2010, 73(2):109-118.
  • Yue Huang, Xiaobo Zhou, Zheng Xia, Marta Lipinski, Benchun Miao, Alexei Detergev, Guangshu Hu,Junying Yuan, Stephen Wong.’ A computational approach for studying neuron morphology’, Journal of Neuroscience Methods, 2010, 190(2):299-309.

  Conferences

  • iyong Jiang, Liqin Chen, Wei Wang, Xinghao Ding, Yue Huang, A compressed sensing-based Pan-Sharpening using joint data fidelity and blind blurring kernel estimation, IEEE International Conference on Image Processing, IEEE ICIP 2014
  • Xueyang Fu, Peixian Zhuang, Yue Huang, Yinghao Liao, Xiao-ping Zhang, Xinghao Ding, A retinex-based enhancing approach for single underwater image, IEEE ICIP 2014
  • Yue Huang, Xinghao Ding, Single-trial Event-related Potentials Denoising based on Collaborative Filtering in Transform Domain, ACM ICIMCS 2014
  • Xueyang Fu, Peixian Zhuang, Minghui Liwang, Yue Huang, Xinghao Ding, A retinex-based enhancing approach for single underwater image, IEEE ICASSP 2014
  • X. Ding, Y. Jiang, Y. Huang and J. Paisley. Pan-sharpening with a Bayesian nonparametric dictionary learning model, Artificial Intelligence and Statistics (AISTATS 2014), Reykjavik, Iceland.
  • Xueyang Fu, Yue Huang, Delu Zeng, Xiao-ping Zhang, Xinghao Ding, A fusion-based enhancing approach for single sandstorm image, IEEE MMSP 2014
  • Xueyang Fu, Delu Zeng, Yue Huang, Xinghao Ding , Xiao-Ping Zhang，A variational framework for single low light image enhancement using bright channel prior, IEEE GlobalSIP 2013
  • Yue Huang, Jun Zhang, Delu Zeng, Xinghao Ding, Dandan Zhang, Qingfeng Cai, Single-trial event-related potentials classification via a discriminative dictionary learning scheme. ICONIP 2013
  • X. Ding, J. Paisley, Y. Huang, X. Chen, F. Huang, and X. Zhang (2013). Compressed sensing MRI with Bayesian dictionary learning, IEEE International Conference on Image Processing, (IEEE ICIP 2013) Melbourne, Australia. (Top 10% Paper Award)
  • Jin Xie, Yue Huang, John Paisley, Xinghao Ding, and Xiao-ping Zhang (2013). Pan-sharpening based on nonparametric Bayesian adaptive dictionary learning, IEEE International Conf. on Image Processing, (IEEE ICIP 2013)Melbourne, Australia.
  • Yue Huang, Xiaobo Zhou, Zheng Xia, Marta Lipinski, Benchun Miao, Alexei Detergev, Guangshu Hu, Junying Yuan, Stephen Wong. A novel image based system biology approach for Alzheimer's disease. IEEE LISSA,2009,p129-32, April, Bethesda, Maryland