G. Gerig

activity

20202023

most citedSegmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization

37 citations · 56 across the 14 of their papers we have counts for

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Showing 2023Show all

3 papers · 1 filter

eess.IV2023

Self-supervised OCT Image Denoising with Slice-to-Slice Registration and Reconstruction

Shijie Li, Palaiologos Alexopoulos, Anse Vellappally +3

Strong speckle noise is inherent to optical coherence tomography (OCT) imaging and represents a significant obstacle for accurate quantitative analysis of retinal structures which…

cs.CV2023

Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis

Shijie Li, Mengwei Ren, Thomas Ach +1

Current deep learning-based approaches for the segmentation of microscopy images heavily rely on large amount of training data with dense annotation, which is highly costly and lab…

eess.IV2023

$E (3) \times S O (3)$ -Equivariant Networks for Spherical Deconvolution in Diffusion MRI

Axel Elaldi, Guido Gerig, Neel Dey

We present Roto-Translation Equivariant Spherical Deconvolution (RT-ESD), an $E (3) \times S O (3)$ equivariant framework for sparse deconvolution of volumes where each voxel contains…

Self-supervised OCT Image Denoising with Slice-to-Slice Registration and Reconstruction

Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis

E(3)×SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI

$E (3) \times S O (3)$ -Equivariant Networks for Spherical Deconvolution in Diffusion MRI