Fast Automatic Step Size Estimation for Gradient Descent Optimization of Image Registration

Qiao, Y.C.; Lew, B. van; Lelieveldt, B.P.F.; Staring, M. (2016)

Article / Letter to editor

• gradient methods
• image registration
• medical image processing
• optimisation
• stochastic processes
• adaptive stochastic gradient descent method
• fast automatic image registration
• fast automatic step size estimation
• image-guided clinical procedures
• voxel displacement distribution
• Accuracy
• Computed tomography
• Convergence
• Image registration
• Optimization
• Splines (mathematics)
• Stochastic processes
• (Stochastic) gradient descent
• gradient descent optimization
• optimization step size

• All authors: Qiao, Y.C.; Lew, B. van; Lelieveldt, B.P.F.; Staring, M.
• Date: 2016
• Journal: IEEE Transactions on Medical Imaging
• Volume: 35
• Issue: 2
• Pages: 391 - 403
• DOI: doi:10.1109/TMI.2015.2476354