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Fei Wang, PhD

Research Staff Member
IBM Almaden Research Center
650 Harry Road,
San Jose, CA 95120
Office: (408) 927-1811
Fax: (408) 927-3215
Email: 		I am a Research Staff Member in the Multi-modal Mining for Healthcare Group at IBM Almaden Research Center. Before I joined IBM, I was a Research Assistant with the Center for Vision, Graphics, and Medical Imaging (CVGMI) at the University of Florida, Gainesville, FL from August 2001 to August 2006. My research interests include Computer Vision, Pattern Recognition, Machine Learning, Statistical Shape Modeling and their applications to Biomedical Image Analysis and Image Guided Decision Support. My PhD supervisor is Professor Baba. C. Vemuri.

I received my B.Eng. degree in Electronics Engineering from the University of Science and Technology of China (USTC), Hefei, Anhui, P. R. China, in 2001. I received my M.S and Ph.D. in Computer Science from University of Florida in 2003 and 2006 respectively.

I received the Best Poster Award at Computers in Cardiology 2008 for my work on disease discrimination based on cardiac echocardiogram videos. My work has won a couple of IBM Invention Achievement Awards. I has previously co-chaired the ninth IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA2008) . I served as program committee member of a series of international conferences. I'm a member of the Sigma Xi, and IEEE.

Research:
My current research interests lie in the intersection of these fields: Computer Vision, Pattern Recognition and Machine Learning, Statistical Shape Modeling and their applications to Biomedical Image Analysis and Image Guided Clinical Decision Support. Particularly, I'm interested in:
  • Medical Image Analysis
  • Computer Vision
  • Machine Learning and Pattern Recognition
  • Statistical Shape Analysis
  • Information Theory and Applied Mathematics

[Full List of Research Projects]

Professional Activities:

Workshop Organized:
    new (1K) MICCAI 2009 Workshop on Medical Content-based Retrieval for Clinical Decision Support (MCBR-CDS'09)
    IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA'08)
Program Committee:
    IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) 2008.
    IEEE International Conference on Computer Vision(ICCV) 2007.
    International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR) 2005
Reviewer:
    Journal Reviewer:
      IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)
      International Journal of Computer Vision (IJCV)
      Computer Vision and Image Understanding (CVIU)
      IEEE Transactions on Medical Imaging (TMI),
      IEEE Transactions on Information Technology in Biomedicine (TITB),
      Pattern Recognition Letters (PRL),
      Data & Knowledge Engineering (DKE),
      Medical Image Analysis (MIA),
    Conference Reviewer: CVPR, ICCV, MICCAI, IPMI, ISBI, ECCV, ACM-ICMR, SPIE etc.
    Guest Reviewer: NIH Grant Proposal, NSF CAREER Award Proposal

[Curriculum Vitae]

Selected Publications:
F. Wang, B. C. Vemuri, and T. Syeda-Mahmood, "Generalized L2-divergence and Its Application to Shape Alignment," accepted, Information Processing in Medical Imaging (IPMI), July, 2009. [bib] new (1K)
R. Kumar, F. Wang, D. Beymer and T. Syeda-Mahmood, "Echocardiogram View Classification using Edge Filtered Scale-invariant Motion Features," accepted, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2009. [bib] new (1K)
F. Wang, B. C. Vemuri, A. Rangarajan, S. Eisenschek "Simultaneous Non-rigid Registration of Multiple Point Sets and atlas Construction" IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 30, Issue 11, pp.2011-2022, Nov. 2008. [bib, pdf] new (1K)
F. Wang and B. C. Vemuri, "Non-rigid Multi-Modal Image Registration using Cross-Cumulative Residual Entropy," International Journal of Computer Vision (IJCV), Vol.74, No 2, pp. 201-205, August, 2007. [bib, pdf]
F. Wang and B.C. Vemuri, "Simultaneous Registration & Segmentation of Anatomical Structures from Brain MRI," International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI2005), USA, pp. 17-26, October 2005. (Oral presentation: 7%). [bib, pdf]

[Full List of Publications]