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

Author(s):
Qiao, Y.C.; Lew, B. van; Lelieveldt, B.P.F.; Staring, M.
Published
2016
Publication type
Article / Letter to editor
gradient methodsimage registrationmedical image processingoptimisationstochastic processesadaptive stochastic gradient descent methodfast automatic image registrationfast automatic step size estimationimage-guided clinical proceduresvoxel displacement distributionAccuracyComputed tomographyConvergenceImage registrationOptimizationSplines (mathematics)Stochastic processes(Stochastic) gradient descentgradient descent optimizationoptimization step size
Date issued
2016
Language
English
Is part of
IEEE Transactions on Medical Imaging (2016), Vol. 35, no. 2, p. 391-403
hdl
1887/96647
doi
10.1109/TMI.2015.2476354