基于深度学习三维成型的钢板表面缺陷检测

兰欢,余建波

Steel surface defect detection based on deep learning 3D reconstruction

Huan LAN,Jian-bo YU

表 2 不同方法在DTU数据集上重建效果的比较

Tab.2 Comparison of reconstruction effects with different methods on DTU

方法 Acc/mm Com/mm OR/mm GPU /MB tR/s COLMAP 0.400 0.664 0.532 — — Tola 0.342 1.190 0.766 — — Gipuma 0.283 0.873 0.578 — — MVSNet 0.456 0.646 0.551 10823 1.210 RMVSNet 0.383 0.452 0.417 7577 1.280 CasMVSNet 0.325 0.385 0.355 5360 0.496 本研究 0.317 0.376 0.347 6272 0.532