Difference between revisions of "Zhen"
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Currently I am a PhD candidate in the Image Analysis and Communications Lab (IACL) at [http://www.ece.jhu.edu/ Electrical and Computer Engineering], [http://www.jhu.edu/ ''Johns Hopkins University'']. My advisor is Dr. {{iacl|Prince|Jerry L. Prince}}.<br> | Currently I am a PhD candidate in the Image Analysis and Communications Lab (IACL) at [http://www.ece.jhu.edu/ Electrical and Computer Engineering], [http://www.jhu.edu/ ''Johns Hopkins University'']. My advisor is Dr. {{iacl|Prince|Jerry L. Prince}}.<br> | ||
| − | + | Research interests: <br> | |
| + | Medical image analysis: image segmentation, registration, statistical shape models, image based diagnosis <br> | ||
| + | Computer vision: range image acquisition, registration, multi-camera calibration, feature detection and matching <br> | ||
| + | Machine learning: with application to segmentation and disease classification <br> | ||
{{h4|Education}} | {{h4|Education}} | ||
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Research Assistant, Image Analysis and Communications Lab, Johns Hopkins University, 2009-present<br> | Research Assistant, Image Analysis and Communications Lab, Johns Hopkins University, 2009-present<br> | ||
Teaching Assistant, Medical Image Analysis, Johns Hopkins University, 2012,2013 spring<br> | Teaching Assistant, Medical Image Analysis, Johns Hopkins University, 2012,2013 spring<br> | ||
| − | Intern, 3D Computer Vision & Graphics Group, SAMSUNG Advanced Institute of Technology, | + | Intern, 3D Computer Vision & Graphics Group, SAMSUNG Advanced Institute of Technology, 2009 summer<br> |
Research Assistant, Laser and Vision Measurement Lab, Beijing University of Aeronautics and Astronautics, 2006~2009<br> | Research Assistant, Laser and Vision Measurement Lab, Beijing University of Aeronautics and Astronautics, 2006~2009<br> | ||
{{h4|RESEARCH PROJECTS}} | {{h4|RESEARCH PROJECTS}} | ||
| + | {Cerebellum sub-structure labeling} <br> | ||
| + | [[Image:Lobule_pipeline.jpg|thumb|500px|MICCAI SATA workshop 2013]] | ||
| + | |||
| + | {Cerebellar disease classification and functional score prediction} <br> | ||
| + | [[Image:Pcarf_pipeline.jpg|thumb|500px|HIC 2013]] | ||
{{h4|Publications}} | {{h4|Publications}} | ||
| − | |||
{{iacl-pub|author=Yang Z., Ergun E., Jedynak B., Ying S. H., Prince J. L.|title=Cerebellar shape analysis for cerebellar ataxia classification and functional score prediction}}Hopkins Imaging Conference 2013, Poster presentation. | {{iacl-pub|author=Yang Z., Ergun E., Jedynak B., Ying S. H., Prince J. L.|title=Cerebellar shape analysis for cerebellar ataxia classification and functional score prediction}}Hopkins Imaging Conference 2013, Poster presentation. | ||
Revision as of 04:56, 4 February 2014
<meta name="title" content="Zhen Yang"/>
Zhen Yang
Currently I am a PhD candidate in the Image Analysis and Communications Lab (IACL) at Electrical and Computer Engineering, Johns Hopkins University. My advisor is Dr. Jerry L. Prince.
Research interests:
Medical image analysis: image segmentation, registration, statistical shape models, image based diagnosis
Computer vision: range image acquisition, registration, multi-camera calibration, feature detection and matching
Machine learning: with application to segmentation and disease classification
Education
PhD student, 2009~present, Johns Hopkins University, Baltimore, MD, USA
M.S., 2006~2009, Beijing University of Aeronautics and Astronautics, Beijing, China
B.S., 2002~2006, Beijing University of Aeronautics and Astronautics, Beijing, China
Experience
Research Assistant, Image Analysis and Communications Lab, Johns Hopkins University, 2009-present
Teaching Assistant, Medical Image Analysis, Johns Hopkins University, 2012,2013 spring
Intern, 3D Computer Vision & Graphics Group, SAMSUNG Advanced Institute of Technology, 2009 summer
Research Assistant, Laser and Vision Measurement Lab, Beijing University of Aeronautics and Astronautics, 2006~2009
RESEARCH PROJECTS
{Cerebellum sub-structure labeling}
{Cerebellar disease classification and functional score prediction}
Publications
- Yang Z., Ergun E., Jedynak B., Ying S. H., Prince J. L., "Cerebellar shape analysis for cerebellar ataxia classification and functional score prediction", .Hopkins Imaging Conference 2013, Poster presentation.
- Yang Z., Bogovic J. A., Ye C., Ying S. H., Prince J. L., "Automated cerebellar lobule segmentation using graph cuts", .MICCAI Challenge Workshop on Segmentation: Algorithms, Theory and Applications (SATA) 2013, Oral and poster presentation.
- Yang Z., Carass A., Prince J. L., "Covariance shrinking in active shape models with application to gyral labeling of the cerebral cortex", .ISBI 2013, Oral presentation.
- Yang Z., Bogovic J. A., Carass A., Ye M., Searson P. C., Prince J. L., "Automatic Cell Segmentation in Fluorescence Images of Confluent Cell Monolayers Using Multi-object Geometric Deformable Model", .SPIE 2013, Oral presentation.
- Yang Z., Carass A., Prince J. L., "Automatic sulcal curve extraction with MRF based shape prior", .ISBI 2012, Oral presentation.
- Yang Z., Carass A., Chen C., Prince J. L., "Simultaneous cortical surface labeling and sulcal curve extraction", .SPIE 2012, Oral presentation.
- Yang Z., Sun J., Zhang G., "Automatic surface registration based on Regional Curvature Map", .(in Chinese), Journal of Optoelectronics • Laser (EI), 2010.
- Yang Z., Sun J., Wu Z., Zhang G., "A new camera calibration method based on two 1D targets", .(in Chinese), Journal of Optoelectronics • Laser (EI), 2010.
- Sun J., Yang Z., Liu Q., Zhang G., "Automatic and simultaneous registration of 3D measurement data", .(in Chinese), Journal of Optoelectronics • Laser (EI), 2009.
- Yang Z., Sun J., Zhang G., "Automatic registration of multi-view range images based on statistical model", .The 7th International Symposium on Instrument and Control Technology, Beijing, 2008.
Contact
Johns Hopkins University, Homewood
Clark 204, 3400 N Charles St
Baltimore, MD 21218
Email: zyang11 at jhu dot edu
