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

Ivan Adriyanov Nikolov; Claus B. Madsen

doi:10.1007/978-3-319-48496-9_2

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

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

53 Citations (Scopus)

396 Downloads (Pure)

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 language	English
Title of host publication	6th International Euro-Mediterranean Conference (EuroMed 2016)
Volume	10058 2016
Publisher	Springer
Publication date	31 Oct 2016
ISBN (Print)	978-3-319-48495-2
ISBN (Electronic)	978-3-319-48496-9
DOIs	https://doi.org/10.1007/978-3-319-48496-9_2
Publication status	Published - 31 Oct 2016
Event	6th International Euro-Mediterranean Conference - Nicosia, Cyprus Duration: 31 Oct 2016 → 5 Nov 2016 http://www.euromed2016.eu/

Conference

Conference	6th International Euro-Mediterranean Conference
Country/Territory	Cyprus
City	Nicosia
Period	31/10/2016 → 05/11/2016
Internet address	http://www.euromed2016.eu/

Keywords

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

Access to Document

10.1007/978-3-319-48496-9_2

Benchmarking Close-range Structure from Motion 3D Reconstruction Software under Varying Capturing ConditionsSubmitted manuscript, 16.6 MB

http://link.springer.com/chapter/10.1007/978-3-319-48496-9_2

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Cite this

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title = "Benchmarking Close-range Structure from Motion 3D Reconstruction Software under Varying Capturing Conditions",

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",

author = "Nikolov, {Ivan Adriyanov} and Madsen, {Claus B.}",

year = "2016",

month = oct,

day = "31",

doi = "10.1007/978-3-319-48496-9_2",

language = "English",

isbn = " 978-3-319-48495-2",

volume = "10058 2016",

booktitle = "6th International Euro-Mediterranean Conference (EuroMed 2016)",

publisher = "Springer",

address = "Germany",

note = "6th International Euro-Mediterranean Conference , EuroMed 2016 ; Conference date: 31-10-2016 Through 05-11-2016",

url = "http://www.euromed2016.eu/",

}

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 proceeding › Article in proceeding › Research › peer-review

TY - GEN

T1 - Benchmarking Close-range Structure from Motion 3D Reconstruction Software under Varying Capturing Conditions

AU - Nikolov, Ivan Adriyanov

AU - Madsen, Claus B.

PY - 2016/10/31

Y1 - 2016/10/31

N2 - 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.

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.

KW - Multi-view 3D Reconstruction

KW - Structure from Motion

KW - Photogrammetry

KW - Software Comparison

KW - Benchmark

UR - http://dx.doi.org/10.17632/bzxk2n78s9.1

UR - http://dx.doi.org/10.17632/t4d8mv3fxt.1

U2 - 10.1007/978-3-319-48496-9_2

DO - 10.1007/978-3-319-48496-9_2

M3 - Article in proceeding

SN - 978-3-319-48495-2

VL - 10058 2016

BT - 6th International Euro-Mediterranean Conference (EuroMed 2016)

PB - Springer

T2 - 6th International Euro-Mediterranean Conference

Y2 - 31 October 2016 through 5 November 2016

ER -

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

Abstract

Conference

Keywords

Access to Document

AUB Link

Other files and links

Fingerprint

Leading Edge Roughness - Wind Turbine Blades

GGG-BenchmarkSfM: Dataset for Benchmarking Close-range SfM Software Performance under Varying Capturing Condition

GGG-BenchmarkSfM- Secondary: Secondary Dataset for Benchmarking Close-range SfM Software Performance Captured with Different Cameras

Cite this

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

Abstract

Conference

Keywords

Access to Document

AUB Link

Other files and links

Fingerprint

Projects

Leading Edge Roughness - Wind Turbine Blades

Datasets

GGG-BenchmarkSfM: Dataset for Benchmarking Close-range SfM Software Performance under Varying Capturing Condition

GGG-BenchmarkSfM- Secondary: Secondary Dataset for Benchmarking Close-range SfM Software Performance Captured with Different Cameras

Cite this