3 papers
cs.CV2026
NAB: Neural Adaptive Binning for Sparse-View CT reconstruction
Wangduo Xie, Matthew B. Blaschko
Computed Tomography (CT) plays a vital role in inspecting the internal structures of industrial objects. Furthermore, achieving high-quality CT reconstruction from sparse views is…
eess.IV2024
AC-IND: Sparse CT reconstruction based on attenuation coefficient estimation and implicit neural distribution
Wangduo Xie, Richard Schoonhoven, Tristan van Leeuwen +1
Computed tomography (CT) reconstruction plays a crucial role in industrial nondestructive testing and medical diagnosis. Sparse view CT reconstruction aims to reconstruct high-qual…
cs.CV2023
Dense Transformer based Enhanced Coding Network for Unsupervised Metal Artifact Reduction
Wangduo Xie, Matthew B. Blaschko
CT images corrupted by metal artifacts have serious negative effects on clinical diagnosis. Considering the difficulty of collecting paired data with ground truth in clinical setti…