吕海平的学术博客分享 http://blog.sciencenet.cn/u/hplu 个人主页: http://www.dcs.shef.ac.uk/~haiping

博文

我的科研经历2008-2011:从启蒙走向成熟

已有 6061 次阅读 2011-8-6 00:22 |个人分类:自我介绍|系统分类:人物纪事

2008-2011走向成熟:机器学习和模式识别及其应用

回首自己的科研之路:
1998到2003在新加坡属于启蒙阶段,开始认识了解科研,打下了底子;
而2004到2008在多伦多读博让自己逐渐走向成熟,按照武侠小说里的路子,博士毕业了,也就和师傅完成学艺,可以下山,独自闯江湖了;
读博期间专注于【多线性子空间】的研究和【生物识别】方面的应用,2008拿到学位后,自己就该独立,开始自己找些课题,尝试一些新东西了。   

A. 生物医学工程-脑电波的识别分类:

1.【期刊论文】Haiping Lu, How-Lung Eng, Cuntai Guan, K.N. Plataniotis and A.N. Venetsanopoulos, "Regularized Common Spatial Pattern With Aggregation for EEG Classification in Small-Sample Setting", IEEE Trans. on Biomedical Engineering, Vol. 57, No. 12, pp. 2936-2946, Dec. 2010.

2.【会议论文】Haiping Lu, K.N. Plataniotis and A.N. Venetsanopoulos, "Regularized Common Spatial Patterns with Generic Learning for EEG Signal Classification", in Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'09), Minneapolis, Minnesota, USA, 2nd-6th September, 2009.

B. 生物医学工程-癫痫病人的监护:

1.【会议论文】Haiping Lu, H.-L. Eng, B. Mandal, D. W. S. Chan and Y.-L. Ng, "Markerless Video Analysis for Movement Quantification in Pediatric Epilepsy Monitoring", in Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'11), Boston, Massachusetts, USA, 30th August-3rd September, 2011.

2.【会议论文】D. W. S. Chan, Haiping Lu, H.-L. Eng, B. Mandal and Y.-L. Ng, "Computerised video analysis and quantification of limb movements in automation of seizure detection in children", in Proceedings of the 29th International Epilepsy Congress (IEC 2011), Rome, Italy, 28 August-1 September, 2011.

C. 保安系统-基于生物识别的加密:

1.【期刊论文】Karl Martin, Haiping Lu, Francis Bui, K.N. Plataniotis and Dimitrios Hatzinakos, "A Biometric Encryption System for the Self-Exclusion Scenario of Face Recognition", IEEE Systems Journal, Vol. 3, No. 4, Page: 440-450, Dec. 2009.

2.【期刊论文】D. Francis Bui, Karl Martin, Haiping Lu, K.N. Plataniotis and Dimitrios Hatzinakos, "Fuzzy Key Binding Strategies Based on Quantization Index Modulation (QIM) for Biometric Encryption (BE) Applications", IEEE Trans. on Information Forensics and Security, Vol. 5, No. 1, Page: 118-132, Mar. 2010.

3.【会议论文】Haiping Lu, Karl Martin, Francis Bui, K.N. Plataniotis and Dimitrios Hatzinakos, "Face recognition with biometric encryption for privacy-enhancing self-exclusion", to appear in Proceedings of the 16th International Conference on Digital Signal Processing (DSP 2009), Santorini, Greece, July 2009.

D. 计算机视觉-人群视频分析:

1.【会议论文】Haiping Lu, H.-L. Eng, M. Thida, and K.N. Plataniotis, "Visualization and Clustering of Crowd Video Content in MPCA Subspace", in Proceedings of the 19st ACM Conference on Information and Knowledge Management (CIKM 2010) , Toronto, ON, Canada, October, 2010.

E. 机器学习-核方法:

1.【期刊论文】Jie Wang, Haiping Lu, K.N. Plataniotis and Juwei Lu, "Gaussian Kernel Optimization for Pattern Classification", Pattern Recognition, Vol. 42, No. 7, Page: 1237-1247, Jul. 2009.


http://blog.sciencenet.cn/blog-599967-472316.html

上一篇:我的科研经历2004-2008
下一篇:[转载兼评论】李彦宏:百度为什么不建研究院?

5 丁甜 陈飞 程光伟 黄锦芳 yuanmd

发表评论 评论 (0 个评论)

数据加载中...

Archiver|手机版|科学网 ( 京ICP备07017567号-12 )

GMT+8, 2020-12-1 11:34

Powered by ScienceNet.cn

Copyright © 2007- 中国科学报社

返回顶部