Benchmarking Close-range Structure from Motion 3D Reconstruction Software under Varying Capturing Conditions

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

20 Citations (Scopus)

Abstract

Structure from Motion 3D reconstruction has become widely used in recent years in a number of fields such as industrial surface in- inspection, archeology, cultural heritage preservation and geomapping. A number of software solutions have been released using variations of this technique. In this paper we analyse the state of the art of these software applications, by comparing the resultant 3D meshes qualitatively and quantitatively. We propose a number of testing scenarios using different lighting conditions, camera positions and image acquisition methods
for the best in-depth analysis and discuss the results, the overall performance and the problems present in each software. We employ distance and roughness metrics for evaluating the final reconstruction results.
Original languageEnglish
Title of host publication6th International Euro-Mediterranean Conference (EuroMed 2016)
Volume10058 2016
PublisherSpringer
Publication date31 Oct 2016
ISBN (Print) 978-3-319-48495-2
ISBN (Electronic)978-3-319-48496-9
DOIs
Publication statusPublished - 31 Oct 2016
Event6th International Euro-Mediterranean Conference - Nicosia, Cyprus
Duration: 31 Oct 20165 Nov 2016
http://www.euromed2016.eu/

Conference

Conference6th International Euro-Mediterranean Conference
CountryCyprus
CityNicosia
Period31/10/201605/11/2016
Internet address

Fingerprint

Image acquisition
Benchmarking
Application programs
Lighting
Inspection
Surface roughness
Cameras
Testing

Keywords

  • Multi-view 3D Reconstruction
  • Structure from Motion
  • Photogrammetry
  • Software Comparison
  • Benchmark

Cite this

Nikolov, Ivan Adriyanov ; Madsen, Claus B. / Benchmarking Close-range Structure from Motion 3D Reconstruction Software under Varying Capturing Conditions. 6th International Euro-Mediterranean Conference (EuroMed 2016). Vol. 10058 2016 Springer, 2016.
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Nikolov, IA & Madsen, CB 2016, Benchmarking Close-range Structure from Motion 3D Reconstruction Software under Varying Capturing Conditions. in 6th International Euro-Mediterranean Conference (EuroMed 2016). vol. 10058 2016, Springer, 6th International Euro-Mediterranean Conference , Nicosia, Cyprus, 31/10/2016. https://doi.org/10.1007/978-3-319-48496-9_2

Benchmarking Close-range Structure from Motion 3D Reconstruction Software under Varying Capturing Conditions. / Nikolov, Ivan Adriyanov; Madsen, Claus B.

6th International Euro-Mediterranean Conference (EuroMed 2016). Vol. 10058 2016 Springer, 2016.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

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AB - Structure from Motion 3D reconstruction has become widely used in recent years in a number of fields such as industrial surface in- inspection, archeology, cultural heritage preservation and geomapping. A number of software solutions have been released using variations of this technique. In this paper we analyse the state of the art of these software applications, by comparing the resultant 3D meshes qualitatively and quantitatively. We propose a number of testing scenarios using different lighting conditions, camera positions and image acquisition methodsfor the best in-depth analysis and discuss the results, the overall performance and the problems present in each software. We employ distance and roughness metrics for evaluating the final reconstruction results.

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