Presentation
Spline Deformation Field
DescriptionWe combine splines, a classical tool from applied mathematics, with implicit Coordinate Neural Networks to model deformation fields, achieving strong performance across multiple datasets. The explicit regularization from spline interpolation enhances spatial coherency in challenging scenarios. We further introduce a metric based on Moran’s I to quantitatively evaluate spatial coherence.
Event Type
Technical Paper
TimeTuesday, 12 August 20252:10pm - 2:20pm PDT
LocationWest Building, Rooms 211-214
ACM Digital Library
Journal Papers' PDFs
Conference Papers' PDFs
Conference Papers' PDFs
Session Time & Location
Sunday, 10 August 20256:00pm - 8:45pm PDTWest Building, Ballroom AB
Tuesday, 12 August 20252:00pm - 3:30pm PDTWest Building, Rooms 211-214
Not Livestreamed
Not Recorded
