notesum.ai
Published at November 29AlphaTablets: A Generic Plane Representation for 3D Planar Reconstruction from Monocular Videos
cs.CV
cs.LG
Released Date: November 29, 2024
Authors: Yuze He1, Wang Zhao1, Shaohui Liu2, Yubin Hu1, Yushi Bai1, Yu-Hui Wen3, Yong-Jin Liu1
Aff.: 1Tsinghua University; 2ETH Zurich; 3Beijing Jiaotong University

| Method | Comp | Acc | Recall | Prec | F-Score |
|---|---|---|---|---|---|
| NeuralRecon [46] + Seq-RANSAC | 0.144 | 0.128 | 0.296 | 0.306 | 0.296 |
| Atlas [31] + Seq-RANSAC | 0.102 | 0.190 | 0.316 | 0.348 | 0.331 |
| ESTDepth [29] + PEAC [13] | 0.174 | 0.135 | 0.289 | 0.335 | 0.304 |
| PlanarRecon [50] | 0.154 | 0.105 | 0.355 | 0.398 | 0.372 |
| Metric3D [19] + Seq-RANSAC | 0.074 | 0.379 | 0.426 | 0.161 | 0.231 |
| SuGaR [18] + Seq-RANSAC | 0.121 | 0.324 | 0.385 | 0.296 | 0.327 |
| Ours | 0.108 | 0.161 | 0.481 | 0.447 | 0.456 |