Auto3R
Automated 3D Reconstruction and Scanning via Data-driven Uncertainty Quantification

  • Chentao Shen1,2, Sizhe Zheng2, Bingqian Wu2, Yaohua Feng1
  • Yuanchen Fei2,3, Mingyu Mei1, Hanwen Jiang4, Xiangru Huang2
  • 1Zhejiang University, 2Westlake University, 3Hunan University, 4Adobe Research
TL; DR:
  • 1. Automated 3D Reconstruct while Scanning;
  • 2. Provide the best scanning viewpoint based on the current results;
  • 3. Predict the uncertainty under each viewpoint.
View on GitHub ArXiv
A real-world scanning task
Comparison with other view select-based methods
Comparison of Auto3R with other methods