Dynamic Domain Adaptation for Single-view 3D Reconstruction
Cong Yang,Housen Xie,Haihong Tian,Yuanlong Yu,Cong Yang,Housen Xie,Haihong Tian,Yuanlong Yu
Learning 3D object reconstruction from a single RGB image is a fundamental and extremely challenging problem for robots. As acquiring labeled 3D shape representations for real-world data is time-consuming and expensive, synthetic image-shape pairs are widely used for 3D reconstruction. However, the models trained on synthetic data set did not perform equally well on real-world images. The existing...
