Deep Auto Match (DAM)
Date:
A two-stage deep learning framework for 6D pose estimation from single & dual-plane fluoroscopic images.
- Stage 1: Initial pose regression
- Stage 2: Differentiable rendering-based refinement
- Geodesic rotation loss
- Self-supervised alignment via image similarity (NCC)
- Designed specifically for knee joint models