Recovering 3D Indoor Floor Plans by Exploiting Low-cost Spherical Photography

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Date
2018
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association
Abstract
We present a novel approach to automatically recover, from a small set of partially overlapping panoramic images, an indoor structure representation in terms of a 3D floor plan registered with a set of 3D environment maps. Our improvements over previous approaches include a new method for geometric context extraction based on a 3D facets representation, which combines color distribution analysis of individual images with sparse multi-view clues, as well as an efficient method to combine the facets from different point-of-view in the same world space, considering the reliability of the facets contribution. The resulting capture and reconstruction pipeline automatically generates 3D multi-room environments where most of the other previous approaches fail, such as in presence of hidden corners, large clutter and sloped ceilings, even without involving additional dense 3D data or tools. We demonstrate the effectiveness and performance of our approach on different real-world indoor scenes.
Description

        
@inproceedings{
10.2312:pg.20181277
, booktitle = {
Pacific Graphics Short Papers
}, editor = {
Fu, Hongbo and Ghosh, Abhijeet and Kopf, Johannes
}, title = {{
Recovering 3D Indoor Floor Plans by Exploiting Low-cost Spherical Photography
}}, author = {
Pintore, Giovanni
 and
Ganovelli, Fabio
 and
Pintus, Ruggero
 and
Scopigno, Roberto
 and
Gobbetti, Enrico
}, year = {
2018
}, publisher = {
The Eurographics Association
}, ISBN = {
978-3-03868-073-4
}, DOI = {
10.2312/pg.20181277
} }
Citation