Search Results for author: John D Paden

Found 2 papers, 1 papers with code

Multi-Task Spatiotemporal Neural Networks for Structured Surface Reconstruction

1 code implementation11 Jan 2018 Mingze Xu, Chenyou Fan, John D Paden, Geoffrey C. Fox, David J. Crandall

Deep learning methods have surpassed the performance of traditional techniques on a wide range of problems in computer vision, but nearly all of this work has studied consumer photos, where precisely correct output is often not critical.

Structured Prediction Surface Reconstruction

Automatic Estimation of Ice Bottom Surfaces from Radar Imagery

no code implementations21 Dec 2017 Mingze Xu, David J. Crandall, Geoffrey C. Fox, John D Paden

Ground-penetrating radar on planes and satellites now makes it practical to collect 3D observations of the subsurface structure of the polar ice sheets, providing crucial data for understanding and tracking global climate change.

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