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

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

13 Citationer (Scopus)

Resumé

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.
OriginalsprogEngelsk
Titel6th International Euro-Mediterranean Conference (EuroMed 2016)
Vol/bind10058 2016
ForlagSpringer
Publikationsdato31 okt. 2016
ISBN (Trykt) 978-3-319-48495-2
ISBN (Elektronisk)978-3-319-48496-9
DOI
StatusUdgivet - 31 okt. 2016
Begivenhed6th International Euro-Mediterranean Conference - Nicosia, Cypern
Varighed: 31 okt. 20165 nov. 2016
http://www.euromed2016.eu/

Konference

Konference6th International Euro-Mediterranean Conference
LandCypern
ByNicosia
Periode31/10/201605/11/2016
Internetadresse

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Image acquisition
Benchmarking
Application programs
Lighting
Inspection
Surface roughness
Cameras
Testing

Emneord

    Citer dette

    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). Bind 10058 2016 Springer, 2016.
    @inproceedings{c8ad126416b54ca5a80e90c24da1a355,
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    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 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.",
    keywords = "Multi-view 3D Reconstruction, Structure from Motion, Photogrammetry, Software Comparison, Benchmark",
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    Nikolov, IA & Madsen, CB 2016, Benchmarking Close-range Structure from Motion 3D Reconstruction Software under Varying Capturing Conditions. i 6th International Euro-Mediterranean Conference (EuroMed 2016). bind 10058 2016, Springer, Nicosia, Cypern, 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). Bind 10058 2016 Springer, 2016.

    Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

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