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冯国瑞 教授

办公室:

上海大学宝山校区翔英楼811

通信地址:

上海大学十大网赌博正规信誉网址,上大路9983号信箱

邮政编码:

200444

电话:

021-66137260

电子邮件:

grfeng@shu.edu.cn

English Version

个人主页:

/Prof/grfeng.htm

 

IEEE会员,中国计算学会高级会员,主要研究方向是图像分析、机器学习、隐私保护,主持和参与国家自然科学基金重点项目等国家级项目5项,在IEEE TNNIEEE TCYBIEEE TIPPattern Recognition 等国际期刊发表SCI论文37篇,其中以第一作者发表中科院JCR一区论文2篇;发表论文SCI引用641次,H指数为13Google学术引用1299次,H指数为18;以第一作者发表ESI高被引论文一篇(ESI Highly Cited Papers),获得2008年度上海技术发明二等奖1项。

 

l  研究方向

图像分析、机器学习、隐私保护

l  工作经历

Ø  2016.3–至今       十大网赌博正规信誉网址教授

Ø  2011-2016         十大网赌博正规信誉网址副研究员

Ø  2008-2011         十大网赌博正规信誉网址讲师

Ø  2007.1-2007.12     新加坡南洋理工大学,Research Fellow

Ø  2006.3-2006.12     华东师范大学软件学院,讲师

l  教育经历

Ø  2005           上海交通大学工学博士

Ø  2001           吉林大学理学硕士

Ø  1998           吉林大学理学学士

l  主讲课程

Ø  概率论与随机过程

Ø  Matlab工程应用

Ø  有趣的反问题

Ø  多媒体信息安全

Ø  从傅里叶分析到小波分析

l  科研项目

Ø  国家自然科学基金联合基金项目,面向不平衡数据和代价敏感学习的图像隐写分析,主持。

Ø  国家自然科学基金面上项目,基于深度信念网络的图像隐写分析,主持。

Ø  教育部博士点基金新教师基金,基于联合压缩传感的分布式图像编码研究,主持。

Ø  上海市自然科学基金,基于色彩分量联合估计的可逆图像水印研究,主持。

l  发表论文(选)

Ø  Anxin Wu, Guorui Feng, Xinpeng Zhang and Yanli Ren, “Unbalanced JPEG image steganalysis via multiview data match,” Journal of Visual Communication and Image Representation, vol. 34, no. 1, pp. 103-107, 2016.

Ø  Xuexia Zhong, Guorui Feng, Jian Wang, Wenfei Wang and Wen Si, “A novel adaptive image zooming scheme via weighted least squares estimation,” Frontiers of Computer Science, vol. 9, no. 5, pp. 703-712, 2015.

Ø  Guorui Feng, Yuan Lan, Xinpeng Zhang and Zhenxing Qian, Dynamic adjustment of hidden node parameters for extreme learning machine,” IEEE Transactions on Cybernetics, vol. 45, no. 2, pp. 279-288, 2015.

Ø  Bin Chen, Guorui Feng, Xinpeng Zhang and Fengyong Li, “Mixing high-dimensional features for JPEG steganalysis with ensemble classifier,” Signal, Image and Video Processing, vol. 8, no. 8, pp. 1475-1482, 2014.

Ø  Guorui Feng, Zhenxing Qian and Xinpeng Zhang, “Evolutionary selection extreme learning machine optimization for the regression,” Soft Computing, vol.16, no. 9, pp. 1485-1491, 2012.

Ø  Xinpeng Zhang, Guorui Feng, Yanli Ren and Zhenxing Qian, “Scalable coding of encrypted image,” IEEE Transactions on Image Processing, vol. 21, no. 6, pp. 3108-3114, 2012.

Ø  Guorui Feng, Zhenxing Qian and Ningjie Dai, “Reversible watermarking via extreme learning machine prediction,” Neurocomputing, vol. 82, no. 1, pp. 62-68, 2012.

Ø  Guorui Feng and Lingyan Fan, “Reversible data hiding of high payload using local edge sensing prediction,” Journal of Systems and Software, vol. 85, no. 2, pp. 392-399, 2012.

Ø  Guorui Feng, Guang-Bin Huang, Qingping Lin and Robert Gay, “Error minimized extreme learning machine with growth of hidden nodes and incremental learning,” IEEE Transactions on Neural Networks, vol. 20, no. 8, pp. 1352-1357, 2009. (ESI高被引论文)

Ø  Wei Wu, Guorui Feng, Zhengxue Li and Yuesheng Xu, “Deterministic convergence of an online gradient method for BP neural networks,” IEEE Transactions on Neural Networks, vol. 16, no. 3, pp. 533-540, 2005.

Ø  Guo-rui Feng, Ling-ge Jiang, Dong-jian Wang and Chen He, “Quickly tracing detection for spread spectrum watermark based on the invariant moments,” Pattern Recognition, vol. 38, no. 12, pp. 2530-2536, 2005.

l  获奖情况

Ø  实现数字媒体版权保护与可靠性认证的数字水印新技术,上海市技术发明二等奖, 2008

 

 

 

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