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Kyle Champley

2 accepted papers

2021

Dynamic CT Reconstruction From Limited Views With Implicit Neural Representations and Parametric Motion Fields

ICCV 2021poster

Reconstructing dynamic, time-varying scenes with computed tomography (4D-CT) is a challenging and ill-posed problem common to industrial and medical settings. Existing 4D-CT reconstructions are designed for sparse sampling schemes that require fast CT scanners to capture multiple, rapid revolutions…

Cited by 88PDFcodeScholar
2018

Lose the Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion

CVPR 2018poster

Computed Tomography (CT) reconstruction is a fundamental component to a wide variety of applications ranging from security, to healthcare. The classical techniques require measuring projections, called sinograms, from a full 180 degree view of the object. However, obtaining a full-view is not always…

Cited by 149SourcePDFScholar