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cs.CV2022★ 1 cited
RIM-Net: Recursive Implicit Fields for Unsupervised Learning of Hierarchical Shape Structures
Chengjie Niu, Manyi Li, Kai Xu +1
We introduce RIM-Net, a neural network which learns recursive implicit fields for unsupervised inference of hierarchical shape structures. Our network recursively decomposes an inp…
cs.CV2019
Learning Part Generation and Assembly for Structure-aware Shape Synthesis
Jun Li, Chengjie Niu, Kai Xu
Learning powerful deep generative models for 3D shape synthesis is largely hindered by the difficulty in ensuring plausibility encompassing correct topology and reasonable geometry…
cs.CV2018
Im2Struct: Recovering 3D Shape Structure from a Single RGB Image
Chengjie Niu, Jun Li, Kai Xu
We propose to recover 3D shape structures from single RGB images, where structure refers to shape parts represented by cuboids and part relations encompassing connectivity and symm…