arxivcs.CV2026-07-23
Unsupervised Metal Artifact Reduction in Dental CBCT using Fine-tuned Cycle-Consistent Adversarial Networks
G. L. T. Chamika, S. N. A. Dhanapala, P. H. S. V. Nimalaweera, Maheshi B. Dissanayake, Ruwan D. Jayasinghe
Metal artifacts generated by dental implants significantly degrade cone-beam computed tomography (CBCT) volumes, obscuring critical anatomical structures and compromising diagnostic precision. To address this, an unsupervised deep learning framework has been proposed for Metal Ar…