Improving Single-View Mesh Reconstruction for Unseen Categories via Primitive-Based Representation and Mesh Augmentation
Yu-Liang Kuo,Wei-Jan Ko,Chen-Yi Chiu,Wei-Chen Chiu,Yu-Liang Kuo,Wei-Jan Ko,Chen-Yi Chiu,Wei-Chen Chiu
As most existing works of single-view 3D reconstruction aim at learning the better mapping functions to directly transform the 2D observation into the corresponding 3D shape for achieving state-of-the-art performance, there often comes a potential concern on having the implicit bias towards the seen classes learnt in their models (i.e. reconstruction intertwined with the classification) thus leadi...
