Learning for 3D Vision Project

Few-shot 3D cardiac reconstruction from sparse 2D echo.

Sparse-view left-ventricular reconstruction with an implicit neural representation. The report highlights the best full-volume overlap as the mixed run without stratifiers.

Interactive Results Results Index View Report Source README
0.8643 Dice Best full-volume overlap
0.7658 IoU Mixed, no stratifiers
536 pairs Repo-local MITEA dataset
6 featured scans 020, 080, 093, 103, 107, 115

Interactive viewers

These are tracked HTML exports, so they work on GitHub Pages. Pick a subject and view the 2D slice overlay and 3D mesh one after the other.

2D slices

3D mesh