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cs.CV2023
Spherical Feature Pyramid Networks For Semantic Segmentation
Thomas Walker, Varun Anand, Pavlos Andreadis
Semantic segmentation for spherical data is a challenging problem in machine learning since conventional planar approaches require projecting the spherical image to the Euclidean p…
cs.CV2023★ 3 cited
Explicit Neural Surfaces: Learning Continuous Geometry With Deformation Fields
Thomas Walker, Octave Mariotti, Amir Vaxman +1
We introduce Explicit Neural Surfaces (ENS), an efficient smooth surface representation that directly encodes topology with a deformation field from a known base domain. We apply t…