Deep Non-Rigid Structure From Motion With Missing Data

IEEE Trans. Pattern Anal. Mach. Intell.（2021）

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摘要

Non-rigid structure from motion (NRSfM) refers to the problem of reconstructing cameras and the 3D point cloud of a non-rigid object from an ensemble of images with 2D correspondences. Current NRSfM algorithms are limited from two perspectives: (i) the number of images, and (ii) the type of shape variability they can handle. These difficulties stem from the inherent conflict between the condition ...

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关键词

Three-dimensional displays,Shape,Two dimensional displays,Encoding,Neural networks,Image reconstruction,Structure from motion

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