Hamarneh, Ghassan
Professor, School of Computing Science
Contact:
Tel: 778.782.2214 |
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Email: hamarneh@cs.sfu.ca |
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Office: TASC1 9417 |
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Web: |
Education
Ph.D. Signal and Systems, Chalmers University of Technology, Sweden, 2001
M.Sc. Digital Communications, Chalmers University of Technology, Sweden, 1997
B.Sc. Electrical Engineering, Jordan University, Jordan, 1995
Research interests
- Medical Image Analysis
Teaching interests
- Scientific computing
- Signal and image processing
- Health informatics and biomedical computing
- Medical imaging and medical image analysis
Recently taught courses
- CMPT 102 Introduction to Scientific Computing
- CMPT 340 Biomedical Computing
- CMPT 419/829 Biomedical Image Computing
- CMPT 888 Medical Image Analysis
Selected recent publications
- Shawn Andrews and Ghassan Hamarneh. The Generalized Log-Ratio Transformation: Learning Shape and Adjacency Priors for Simultaneous Thigh Muscle Segmentation. IEEE Transactions on Medical Imaging (IEEE TMI), 34(9):1773-1787, 2015
- Colin J. Brown, Steven Miller, Brian G. Booth, Shawn Andrews, Vann Chau, Ken Poskitt, and Ghassan Hamarneh. Structural Network Analysis of Brain Development in Young Preterm Neonates. NeuroImage, 101(0):667-680, 2014
- Hengameh Mirzaalian, Tim Lee, and Ghassan Hamarneh. Hair Enhancement in Dermoscopic Images using Dual-Channel Quaternion Tubularness Filters and MRF-based Multi-Label Optimization. IEEE Transactions on Image Processing (IEEE TIP), 23(12):5486-5496, 2014
- Masoud Nosrati and Ghassan Hamarneh. Local optimization based Segmentation of Spatially-Recurring, Multi-Region Objects with Part Configuration Constraints. IEEE Transactions on Medical Imaging (IEEE TMI), 33(9):1845-1859, 2014
- Chris McIntosh and Ghassan Hamarneh. Medial-based Deformable Models in Non-convex Shape-spaces for Medical Image Segmentation using Genetic Algorithms. IEEE Transactions on Medical Imaging (IEEE TMI), 31(1):33-50, 2012
Medical Image Analysis Lab: