讲师
万涛
 

万涛 博士
北京航空航天大学 生物与医学工程学院 讲师

 

Tao Wan, Ph.D. & Assistant Professor
Email:
taowan@buaa.edu.cn

 

主要教育、科研简历:

1996/09-2000/07北京科技大学计算机系  计算机技术及应用专业  学士学位

2002/09-2004/02英国布里斯托尔大学计算机系  计算和多媒体专业  硕士学位

2005/10-2009/05 英国布里斯托尔大学电气和电子工程系 图像处理   博士学位

2007/07-2007/08希腊研究与技术基金会下属计算机科学学院   访问学者

2008/09-2008/11美国加州大学圣地亚哥分校  访问学者

2009/07-2010/09中国三星技术院  高级研究员

2010/11-2011/05美国卡内基-梅隆大学机器人研究所/匹兹堡大学  访问研究员

2011/06-2013/08美国凯斯西储大学/波士顿大学医学院  博士后、助理研究员

2013/09-至今    北京航空航天大学生物与医学工程学院  讲师

 

Education

1996/09-2000/07  B.Eng.  University of Science and Technology, Beijing  

2002/09-2004/02  M.Sc.  University of Bristol, UK

2005/10-2009/05  Ph.D. University of Bristol, UK

2007/07-2007/08  Visiting Scholar, Foundation for Research and Technology (FORTH-ICS), Heraklion, Greece

2008/09-2008/11  Visiting Scholar, University of California, San Diego, USA

2009/07-2010/09  Senior Researcher, Samsung Advanced Institute of Technology, China

2010/11-2011/05  Visiting Researcher, Carnegie Mellon University/ University of Pittsburgh, USA

2011/06-2013/08  Research Associate, Case Western Reserve University/Boston University School of Medicine

2013/09 – Present  Assistant Professor, Beihang University

 

主要研究方向:

基于乳腺癌/前列腺癌的计算机辅助诊断和预测系统;高强度聚焦超声;多功能,多模式和多协议医学图像配准;乳腺超声图像;乳腺癌/前列腺癌动态对比增强核磁共振图像;组织病理图像分析;定量病理图像特征.

基于统计方法的图像处理,包括图像分割,图像增强/去噪,基于像素和区域层次的图像融合; 建立在压缩传感理论上的图像融合;计算机视觉;机器学习.

 

Research Interests:

Computer-aided Diagnosis/Prognosis System for Breast/Prostate Cancer; High Intensity Focused Ultrasound; Multi-functional, Multi-modal, and Multi-protocol Medical Image Registration; Breast Ultrasonography; Breast and Prostate MRI; Histopathology Image Analysis; Quantitative Image-based Signatures.

Image Segmentation; Image Denoising/Enhancement; Image Fusion; Statistical Modeling; Compressive Sensing; Computer Vision; Machine Learning.

 

近期主要论著: (Selected Recent Publications)

T.Wan, B.N.Bloch, S.Danish, and A.Madabhushi, A Learning Based Fiducial-driven Registration Scheme for Evaluating Laser Ablation Changes in Neurological Disorders, accepted by the Neurocomputing, 2013.

 

T.Wan, C.Zhu, and Z.Qin, Multi-focus Image Fusion Based on Robust Principal Component Analysis, the Pattern Recognition Letters, pp. 1001-08, Mar. 2013.

 

T.Wan and Z.Qin, The Application of Compressive Sensing for Image Fusion, the International Journal of Computer Mathematics, pp.1-6, Aug. 2011.

 

T.Wan, N.Canagarajah, and A.Achim, Multiscale Segmentation of Noisy Colour Images Using Cauchy Distribution in the Complex Wavelet Domain, the Journal of IET Image Processing, vol.5, no.2, pp. 159-70, Mar. 2011.

 

T.Wan, N.Canagarajah, and A.Achim, A Novel Region-Based Image Fusion Framework Using Alpha-Stable Distributions in the Complex Wavelet Domain, the IEEE Transactions on Multimedia, vol.11, No 4, pp. 624-33, Jun. 2009.

 

T.Wan, B.N.Bloch, S.Danish, A.Madabhushi, Learning Based Fiducial Driven Registration (LeFiR): Evaluating Laser Ablation Changes for Neurological Applications, the International Symposium on Biomedical Imaging (ISBI), 1428-1431, Apr. 2013, San Francisco, California, USA.

 

T.Wan, B.N.Bloch, A.Madabhushi, A Novel Point-based Nonrigid Image Registration Scheme Based on Learning Optimal Landmark Configurations, the SPIE Medical Imaging, 8669,Feb. 2013, Florida, USA.

 

T.Wan, C.Zhu, R.Jie, and Z.Qin, A Robust Fusion Scheme for Mulitfocus Images by Using Sparse Features, the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 1951-1962, May 2013, Vancouver, Canada.

 

T.Wan, R.Liao, and Z.Qin, A Robust Feature Selection Approach Using Low Rank Matrices for Breast Tumors in Ultrasonic Images, in the Proceedings of the IEEE International Conference on Image Processing (ICIP), pp. 1645-1648, Sep. 2011, Brussels, Belgium.

 

T.Wan and Z.Qin, Statistical Multisensor Image Segmentation in Complex Wavelet Domains, in the Proceedings of the 16th International Conference on Image Analysis and Processing (ICIAP), pp. 60-66, Sep. 2011, Ravenna, Italy.

 

T.Wan and Z.Qin, An Application of Compressive Sensing for Image Fusion, in the Proceedings of the ACM Conference on Image and Video Retrieval (CIVR), pp. 3-9, Jul. 2010, Xi’an, China.

 

T.Wan and Z.Qin, A New Technique for Summarizing Video Sequences, in the Proceedings of the International Conference on Signal Processing and Communications (SPCOM), pp. 1-5, Jul. 2010, Bangalore, India.