This paper proposes a novel framework integrating the principles of active stereo in standard passive camera systems without a physical pattern projector. We virtually project a pattern over the left and right images according to the sparse measurements obtained from a depth sensor. Any such devices can be seamlessly plugged into our framework, allowing for the deployment of a virtual active stereo setup in any possible environment, overcoming the limitation of pattern projectors, such as limited working range or environmental conditions. Experiments on indoor/outdoor datasets, featuring both long and close-range, support the seamless effectiveness of our approach, boosting the accuracy of both stereo algorithms and deep networks.
Cite
@article{arxiv.2309.12315,
title = {Active Stereo Without Pattern Projector},
author = {Luca Bartolomei and Matteo Poggi and Fabio Tosi and Andrea Conti and Stefano Mattoccia},
journal= {arXiv preprint arXiv:2309.12315},
year = {2023}
}