2025
One-shot 3D Object Canonicalization based on Geometric and Semantic Consistency
CVPR 2025highlight
3D object canonicalization is a fundamental task, essential for various downstream tasks. Existing methods rely on either cumbersome manual processes or priors learned from extensive, per-category training samples. Real-world datasets, however, often exhibit long-tail distributions, challenging exis…