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Gael Kerchenbaum

2 accepted papers

2022

KeyTr: Keypoint Transporter for 3D Reconstruction of Deformable Objects in Videos

CVPR 2022oral

We consider the problem of reconstructing the depth of dynamic objects from videos. Recent progress in dynamic video depth prediction has focused on improving the output of monocular depth estimators by means of multi-view constraints while imposing little to no restrictions on the deformation of th…

Cited by 13PDFScholar
2021

NeuroMorph: Unsupervised Shape Interpolation and Correspondence in One Go

CVPR 2021poster

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…

Cited by 81PDFScholar