2025
Common3D: Self-Supervised Learning of 3D Morphable Models for Common Objects in Neural Feature Space
CVPR 2025poster
3D morphable models (3DMMs) are a powerful tool to represent the possible shapes and appearances of an object category. Given a single test image, 3DMMs can be used to solve various tasks, such as predicting the 3D shape, pose, semantic correspondence, and instance segmentation of an object. Unfortu…