Building Rome on a cloudless day

Jan Michael Frahm; Pierre Fite-Georgel; David Gallup; Tim Johnson; Rahul Raguram; Changchang Wu; Yi Hung Jen; Enrique Dunn; Brian Clipp; Svetlana Lazebnik; Marc Pollefeys

doi:10.1007/978-3-642-15561-1_27

Building Rome on a cloudless day

Jan Michael Frahm, Pierre Fite-Georgel, David Gallup, Tim Johnson, Rahul Raguram, Changchang Wu, Yi Hung Jen, Enrique Dunn, Brian Clipp, Svetlana Lazebnik, Marc Pollefeys

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

This paper introduces an approach for dense 3D reconstruction from unregistered Internet-scale photo collections with about 3 million images within the span of a day on a single PC ("cloudless"). Our method advances image clustering, stereo, stereo fusion and structure from motion to achieve high computational performance. We leverage geometric and appearance constraints to obtain a highly parallel implementation on modern graphics processors and multi-core architectures. This leads to two orders of magnitude higher performance on an order of magnitude larger dataset than competing state-of-the-art approaches.

Original language	English (US)
Title of host publication	Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings
Publisher	Springer
Pages	368-381
Number of pages	14
Edition	PART 4
ISBN (Print)	364215560X, 9783642155604
DOIs	https://doi.org/10.1007/978-3-642-15561-1_27
State	Published - 2010
Externally published	Yes
Event	11th European Conference on Computer Vision, ECCV 2010 - Heraklion, Crete, Greece Duration: Sep 10 2010 → Sep 11 2010

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Number	PART 4
Volume	6314 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	11th European Conference on Computer Vision, ECCV 2010
Country/Territory	Greece
City	Heraklion, Crete
Period	9/10/10 → 9/11/10

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Online availability

10.1007/978-3-642-15561-1_27

Library availability

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Cite this

Frahm, J. M., Fite-Georgel, P., Gallup, D., Johnson, T., Raguram, R., Wu, C., Jen, Y. H., Dunn, E., Clipp, B., Lazebnik, S., & Pollefeys, M. (2010). Building Rome on a cloudless day. In Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings (PART 4 ed., pp. 368-381). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6314 LNCS, No. PART 4). Springer. https://doi.org/10.1007/978-3-642-15561-1_27

Building Rome on a cloudless day. / Frahm, Jan Michael; Fite-Georgel, Pierre; Gallup, David et al.
Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 4. ed. Springer, 2010. p. 368-381 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6314 LNCS, No. PART 4).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Frahm, JM, Fite-Georgel, P, Gallup, D, Johnson, T, Raguram, R, Wu, C, Jen, YH, Dunn, E, Clipp, B, Lazebnik, S & Pollefeys, M 2010, Building Rome on a cloudless day. in Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 4 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 4, vol. 6314 LNCS, Springer, pp. 368-381, 11th European Conference on Computer Vision, ECCV 2010, Heraklion, Crete, Greece, 9/10/10. https://doi.org/10.1007/978-3-642-15561-1_27

Frahm JM, Fite-Georgel P, Gallup D, Johnson T, Raguram R, Wu C et al. Building Rome on a cloudless day. In Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 4 ed. Springer. 2010. p. 368-381. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 4). doi: 10.1007/978-3-642-15561-1_27

Frahm, Jan Michael ; Fite-Georgel, Pierre ; Gallup, David et al. / Building Rome on a cloudless day. Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 4. ed. Springer, 2010. pp. 368-381 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 4).

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Building Rome on a cloudless day

Abstract

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ASJC Scopus subject areas

Online availability

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