Efficient and robust 3D CT image reconstruction based on total generalized variation regularization using the alternating direction method

摘要

Iterative reconstruction algorithms for computed tomography (CT) through total variation regularization based on piecewise constant assumption can produce accurate, robust, and stable results. Nonetheless, this approach is often subject to staircase artefacts and the loss of fine details.