3D Time-Lapse Reconstruction from Internet Photos
Abstract
Given an Internet photo collection of a landmark, we compute a 3D time-lapse video sequence where a virtual camera moves continuously in time and space. While previous work assumed a static camera, the addition of camera motion during the time-lapse creates a very compelling impression of parallax. Achieving this goal, however, requires addressing multiple technical challenges, including solving for time-varying depth maps, regularizing 3D point color profiles over time, and reconstructing high quality, hole-free images at every frame from the projected profiles. Our results show photorealistic time-lapses of skylines and natural scenes over many years, with dramatic parallax effects.
Cite
Text
Martin-Brualla et al. "3D Time-Lapse Reconstruction from Internet Photos." International Conference on Computer Vision, 2015. doi:10.1109/ICCV.2015.157Markdown
[Martin-Brualla et al. "3D Time-Lapse Reconstruction from Internet Photos." International Conference on Computer Vision, 2015.](https://mlanthology.org/iccv/2015/martinbrualla2015iccv-3d/) doi:10.1109/ICCV.2015.157BibTeX
@inproceedings{martinbrualla2015iccv-3d,
title = {{3D Time-Lapse Reconstruction from Internet Photos}},
author = {Martin-Brualla, Ricardo and Gallup, David and Seitz, Steven M.},
booktitle = {International Conference on Computer Vision},
year = {2015},
doi = {10.1109/ICCV.2015.157},
url = {https://mlanthology.org/iccv/2015/martinbrualla2015iccv-3d/}
}