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I am interested in building intelligent image analysis systems. Specifically, the focus of my research is on developing robust and adaptive systems for medical image analysis which combine principles and computational strategies of biological vision together with machine learning and traditional image processing/computer vision. To build such systems I am pursuing research in four specific areas; 1) Network Models of Visual Processing, 2) NeuroImaging, 3) Statistical Representation of Images , and 4) Machine Learning.
I am the Director of the Laboratory for Intelligent Imaging and Neural Computing (LIINC).
Head, Adaptive Image & Signal Processing Group, Sarnoff Research Center, 4/94-9-/00
Neuroengineering Laboratory, University of Pennsylvania, 9/89-5/94
Research Assistant, MIT Artificial Intelligence Laboratory, 9/87-6/89
Teaching:
BMEN E3810 Biomedical Engineering Laboratory I BMEN E3910 Biomedical Engineering Design BMEN E6480 Computational Neural Modeling and Neuroengineering
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Mailing Address: Columbia University 351 Engineering Terrace, MC8904, 530 W. 120th St, New York, NY 10027 |
phone: (212) 854-5279 fax: (212) 854-8725 |