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Improving Lunar Topography with Deep Learning Schrödinger Bridges

  • Authors: Matthew Repasky, Erwan Mazarico, Michael K. Barker, Stefano Bertone, Terence J. Sabaka, Yao Xie

Matthew Repasky et al 2026 The Planetary Science Journal 7 .

  • Provider: AAS Journals

Caption: Figure 1.

The SB method for topography SR transforms a priori low-resolution topography into high-resolution reconstructions, taking a set of high-resolution images as additional conditional input. Multiple samples from the SB model can be used to create uncertainty maps. Generally, uncertainties are on the order of tens of meters, at most, indicating that the majority of features are reliably recovered over large extents.

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