220520_CSE_류일우

ShapeLab’s paper accepted to IEEE Transactions on Medical Imaging

 A research paper entitled “SPHARM-Net: Spherical Harmonics-based Convolution for Cortical Parcellation” has been accepted for publication in IEEE Transactions on Medical Imaging. The paper is co-authored by Seungbo Ha and Prof. Ilwoo Lyu at ShapeLab.
The paper presents a novel spherical harmonics-based CNN architecture called SPHARM-Net. The proposed spherical convolutional filter supports an infinite set of spectral components, which enables fast, efficient learning on limited neuroimaging data.
IEEE Transactions on Medical Imaging is one of the top journals in the field of medical imaging.