We propose an alternative to obtain superior 3D representations from 2D pre-trained models via I mage-to- P oint Masked Autoencoders, named as I2P-MAE. By self-supervised pre-training, we leverage the ...

Since the process of BIM is largely manual and implies the great possibility of error, the automated creation of indoor models is a still ongoing research. In this paper, we propose fully automated ...