NeuroMorph: unsupervised shape interpolation and correspondence in one go

We present NeuroMorph, a new neural network architecture that takes as input two 3D shapes and produces in one go, i.e. in a single feed forward pass, a smooth interpolation and point-to-point correspondences between them. The interpolation, expressed as a deformation field, changes the pose of the...

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Bibliographic Details
Main Authors: Eisenberger, M, Novotny, D, Kerchenbaum, G, Labatut, P, Neverova, N, Cremers, D, Vedaldi, A
Format: Conference item
Language:English
Published: IEEE 2021