Resolution-free neural surrogates for geometric parameterization and mapping with spatially varying fields

Yanwen Huang, Lok Ming Lui, Gary P. T. Choi

Many imaging problems require computing spatial transformations induced by spatially varying intensity, feature, or density fields. Canonical examples include distortion correction…