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Research Interests

  • statistical computing on manifolds and its applications

  • PDE methods and their applications

  • medical image analysis, computer vision

  • diffusion MRI, functional MRI

  • image registration, segmentation, regularization

  • clustering, classification

  • inverse problem, compressive sensing



  • Projects

  • Analytical Spherical Polar Fourier Imaging

  • Riemannian framework for ODF computing

  • Mean Shift Functional Detection

  • Visual Tracking Via Incremental Log-Euclidean Riemannian Subspace Learning



  • Presentations

  • Theoretical Analysis and Practical Insights on EAP Estimation via a Unified HARDI Framework, MICCAI workshop on Computational Diffusion MRI workshop (CDMRI'11), Toronto, 2011

  • Compressive Sensing Ensemble Average Propagator Estimation via L1 Spherical Polar Fourier Imaging, MICCAI workshop on Computational Diffusion MRI workshop (CDMRI'11), Toronto, 2011

  • Optimal Design of Multiple Q-shells experiments for Diffusion MRI, MICCAI workshop on Computational Diffusion MRI workshop (CDMRI'11), Toronto, 2011

  • Mathematical Modeling for Diffusion Magnetic Resonance Imaging, invited talk, the International Conference on Mathematical Methods for Imaging (ICMMI), Guangzhou, China, 2010

  • Nonparametric Mean Shift Functional Detection on Functional Space for Task and Resting-state fMRI, MICCAI workshop on fMRI data analysis: statistical modeling and detection issues in intra- and inter-subject functional MRI data analysis, London, 2009

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