Accelerated Optimization of Implicit Neural Representations for CT Reconstruction

Inspired by their success in solving challenging inverse prob-lems in computer vision, implicit neural representations (INRs) have been recently proposed for reconstruction in low-dose/sparse-view X-ray computed tomography (CT). An INR represents a CT image as a small-scale neural network that takes...

Full description

Bibliographic Details

Published in:	Proceedings (International Symposium on Biomedical Imaging) pp. 1 - 5
Main Authors:	Najaf, Mahrokh, Ongie, Gregory
Format:	Conference Proceeding
Language:	English
Published:	IEEE 14.04.2025
Subjects:	Computed tomography Coor-dinate Based Neural Networks CT Reconstruction Fitting Image reconstruction Implicit Neural Representations Iterative methods Model-based Iterative Reconstruction Neural networks Optimization Phantoms Reconstruction algorithms Training X-ray imaging
ISSN:	1945-8452
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!