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Curriculum Vitae (PDF) |
Xiaolei (Sharon) Huang Assistant Professor Computer Science & Engineering Department 200A Packard Lab huang AT
cse.lehigh.edu 610-758-4818 (voice) 610-758-4096 (fax) |
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I am an
assistant professor in the Computer Science and Engineering department
at Lehigh
University since Aug. 2006.
I am directing the Image Data
emulation and Analysis
(idea) lab.
From Aug. 2005 to Aug. 2006, I was a research scientist at Siemens
Medical Solutions USA, Inc. at My research
interests are in the areas of biomedical image analysis, computer vision, and
computer graphics. I focus on studying
deformable (non-rigid) object modeling, segmentation, registration, tracking
and recognition problems. My broader
interests include rich-content data (image and graphics) structuring and
querying, physically-based modeling and simulation, machine learning, visual
cognition, bioinformatics, and artificial intelligence. I am also a
computer scientist who is curious about how cell, human body, brain, and eye,
function. Hence I am always excited
about developing robust image analysis methods and building working software
systems that integrate algorithms with simple, efficient,
application-specific designs to solve computational problems in
biomedicine. In particular, I work
toward robust medical imaging software that aid medical doctors in accurate
and reproducible diagnosis, and to better understand the basic anatomical and
physiological relationships in normal and diseased states. I develop image processing and analysis
software for analyzing biological images to help biologists and biophysicists
in understanding and modeling complex biological pathways and systems. I am also interested in creating
intelligent vision systems that are capable of learning effectively and
reasoning about multiple sources of information in order to achieve functions
typical of human vision. |
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