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胡金蓉

2017-02-21


姓名:胡金蓉 工学博士,副教授

Email: hjr@cuit.edu.cn

科研和研究生招生方向:

1、图像处理与计算成像

2、人工智能与认知计算


个人简介:胡金蓉博士,副教授,2012年6月于四川大学获得计算机科学与技术博士学位,毕业后主要从事图像处理、模式识别、机器学习方向的科研工作和计算机专业本科、研究生的教学工作。胡金蓉博士2008年和2001年硕士和本科毕业于四川师范大学。胡金蓉博士承担和参与包括国家自然科学基金和省部级科研项目10余项,发表科研论文20余篇,其中SCI检索10余篇。

目前承担科研项目:

1. 国家自然科学基金青年基金项目,“非局部均值图像去噪算法研究”(13226700),项目负责人;

2. 四川省科技厅科技支撑计划项目,“高光谱遥感图像去噪研究”(2016RZ0051),项目负责人;

3. 教育部春晖计划项目,“非局部均值理论在DTI数据去噪中的应用研究”(Z2015108),项目负责人。


目前授课:

“数值计算”, 本科生

“数据结构与算法设计”,本科生

“3D计算机图形学”,本科生/研究生.


近5年发表论文(*为通信作者)

1. Jinrong Hu, Jiliu Zhou, Xi Wu*.  Non-local MRI denoising Using Random Sampling. Magnetic Resonance Imaging, 34(7):990-999, 2016  SCI

2. Xi Wu, Zhipeng Yang, Jinrong Hu, Jing Peng, Peiyu He, Jiliu Zhou. Diffusion-weighted images super-resolution using high order SVD. Computational and Mathematical Methods in Medicine, 2016, 3647202.  SCI

3. Ying Fu, Jinrong Hu*, Xi Wu, Jiliu Zhou. PSF estimation for blind motion deblurring with image edge prior. The 8th International Conference on Digital Image Processing, 2016.  EI

4. Jinrong Hu*,Jia He,Ying Fu,Xi Wu,Jiliu Zhou. MRI Denoising Using Randomized Version of Nonlocal Means Method. The 20th International Conference on Image Processing, Computer Vision, & Pattern Recognition, 2016.

5. Jinrong Hu*, Yifei Pu, Xi Wu, Yi Zhang, Jiliu Zhou. An improved DCT-based non-local means filter for MR images denoising. Computational and Mathematical Methods in Medicine. vol. 2012, 2012. SCI

6. Jinrong Hu*, Xiaoming Wang, Zengxi Huang. A Novel Ordinal Regression Method with Minimum Class Variance Support Vector Machine. Proceedings of the 2015 International Conference on Materials Engineering and Information Technology Applications. April 19-20, 2015, Hong Kong. SCI

7. 胡金蓉*, 蒲亦非, 周激流. 分数阶积分的图像去噪算法. 电子科技大学学报(自科版). 41(5),p706-711,2012. EI

8. 胡金蓉*, 蒲亦非, 张意, 周激流. DCT子空间的非局部均值去噪算法. 计算机辅助设计与图形学学报. 24(1), p89-96, 2012. EI

9. Jinrong Hu*, Yifei Pu, Jiliu Zhou. A novel image denoising algorithm based on Riemann-Liouville definition. Journal of Computers, pp. 1332-1338, vol. 6, no. 7, 2011. EI

10. Jinrong Hu*, Yifei Pu, Jiliu Zhou. Fractional integral denoising algorithm and implementation of fractional integral filter. Journal of Computational Information System, pp. 729-736, vol. 7, no. 3, 2011. EI

11. Jinrong Hu*, Yifei Pu, Yi Zhang, Yan Liu, Jiliu Zhou. A novel nonlocal means denoising method using the DCT. The 15th International Conference on Image Processing, Computer Vision, and Pattern Recognition, Las Vegas, Nevada, USA, July 18-21 2011. EI

12. Jinrong Hu*, Yifei Pu, Yan Liu, Yi Zhang, Jiliu Zhou. A novel fraction-based hopfield neural networks. Communications in Computer and Information Science, vol. 184, 2011. EI

13. 胡金蓉*,黄增喜,王晓明,杜亚军. 基于自适应搜索窗的非局部均值去噪算法. 成都大学学报:自然科学版, 34(03), p255-258, 2015.

14. 胡金蓉*, 王晓明,黄增喜. 偏差校正的DCT子空间非局部均值MRI图像去噪算法. 西华大学学报:自然科学版, 34(2), p10-15, 2015.





Curriculum Vitae

Dr. Jinrong Hu

Associate Professor

Department of Computer Science

Chengdu University of Information Technology

Contact: hjr@cuit.edu.cn


Dr. Jinrong Hu is an associate professor. She received the B.Sc. degree, M.Sc. degree in computer science from Sichuan Normal University Chengdu, Sichuan, China in 2005 and 2008. And she received the Ph.D. degree in computer science from Sichuan University, Chengdu, Sichuan, China in 2012. Her main research interests focus on the image processing, pattern recognition, machine learning, etc.


Research interests:

1. Image processing and computational imaging

2. Artificial intelligence and cognitive analysis


Courses:

Numerical Calculation for undergraduate

Data Structure and Algorithm Designing for undergraduate

3D Computer Graphics for undergraduate and graduate


Publications (past 5 years):

1. Jinrong Hu, Jiliu Zhou, Xi Wu*.  Non-local MRI denoising Using Random Sampling. Magnetic Resonance Imaging, 34(7):990-999, 2016  SCI

2. Xi Wu, Zhipeng Yang, Jinrong Hu, Jing Peng, Peiyu He, Jiliu Zhou. Diffusion-weighted images super-resolution using high order SVD. Computational and Mathematical Methods in Medicine, 2016, 3647202.  SCI

3. Ying Fu, Jinrong Hu*, Xi Wu, Jiliu Zhou. PSF estimation for blind motion deblurring with image edge prior. The 8th International Conference on Digital Image Processing, 2016.  EI

4. Jinrong Hu*,Jia He,Ying Fu,Xi Wu,Jiliu Zhou. MRI Denoising Using Randomized Version of Nonlocal Means Method. The 20th International Conference on Image Processing, Computer Vision, & Pattern Recognition, 2016.

5. Jinrong Hu*, Yifei Pu, Xi Wu, Yi Zhang, Jiliu Zhou. An improved DCT-based non-local means filter for MR images denoising. Computational and Mathematical Methods in Medicine. vol. 2012, 2012. SCI

6. Jinrong Hu*, Xiaoming Wang, Zengxi Huang. A Novel Ordinal Regression Method with Minimum Class Variance Support Vector Machine. Proceedings of the 2015 International Conference on Materials Engineering and Information Technology Applications. April 19-20, 2015, Hong Kong. SCI

7. 胡金蓉*, 蒲亦非, 周激流. 分数阶积分的图像去噪算法. 电子科技大学学报(自科版). 41(5),p706-711,2012. EI

8. 胡金蓉*, 蒲亦非, 张意, 周激流. DCT子空间的非局部均值去噪算法. 计算机辅助设计与图形学学报. 24(1), p89-96, 2012. EI

9. Jinrong Hu*, Yifei Pu, Jiliu Zhou. A novel image denoising algorithm based on Riemann-Liouville definition. Journal of Computers, pp. 1332-1338, vol. 6, no. 7, 2011. EI

10. Jinrong Hu*, Yifei Pu, Jiliu Zhou. Fractional integral denoising algorithm and implementation of fractional integral filter. Journal of Computational Information System, pp. 729-736, vol. 7, no. 3, 2011. EI

11. Jinrong Hu*, Yifei Pu, Yi Zhang, Yan Liu, Jiliu Zhou. A novel nonlocal means denoising method using the DCT. The 15th International Conference on Image Processing, Computer Vision, and Pattern Recognition, Las Vegas, Nevada, USA, July 18-21 2011. EI

12. Jinrong Hu*, Yifei Pu, Yan Liu, Yi Zhang, Jiliu Zhou. A novel fraction-based hopfield neural networks. Communications in Computer and Information Science, vol. 184, 2011. EI

13. 胡金蓉*,黄增喜,王晓明,杜亚军. 基于自适应搜索窗的非局部均值去噪算法. 成都大学学报:自然科学版, 34(03), p255-258, 2015.

14. 胡金蓉*, 王晓明,黄增喜. 偏差校正的DCT子空间非局部均值MRI图像去噪算法. 西华大学学报:自然科学版, 34(2), p10-15, 2015.