Abstract
The purpose of this paper is the investigation of the performance of four well-established commercial and open-source software packages for automated image-based 3D reconstruction of complex cultural and natural heritage sites, i.e., Agisoft Metashape, RealityCapture, MicMac and Meshroom. The case study is part of the inaccessible giant rock of St. Modestos, in the archaeological site of Meteora. In terms of computational time, the commercial software packages were the most time-efficient solutions, with Metashape being the fastest one. They also have a friendlier user interface, which makes them adoptable even by non-photogrammetrists. Αll four solutions yielded approximately comparable results in terms of accuracy and may be used for generation of 3D dense point clouds of complex sites. With the exception of Meshroom, they may produce georeferenced results. Also, with the exception of MicMac, which did not yield satisfactory results in terms of textured mesh, they may be used for generating photorealistic 3D models. The comparative analysis of the results achieved by the tested software will serve as the basis for establishing photogrammetric pipelines that may be generally used for 3D reconstruction of complex geometries.
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References
Verykokou, S., Doulamis, A., Athanasiou, G., Ioannidis, C., Amditis, A.: Multi-scale 3D modelling of damaged cultural sites: use cases and image-based workflows. In: Ioannides, M., et al. (eds.) Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection, vol. 10058, pp. 50–62. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-48496-9_5
Jo, Y., Hong, S.: Three-dimensional digital documentation of cultural heritage site based on the convergence of terrestrial laser scanning and unmanned aerial vehicle photogrammetry. ISPRS Int. J. Geo-Inf. 8(2), 53 (2019). https://doi.org/10.3390/ijgi8020053
METEORA project. https://www.meteora.net.gr/. Accessed 01 Sept 2020
Ioannidis, C., Verykokou, S., Soile, S., Boutsi, A.-M.: A multi-purpose cultural heritage data platform for 4D visualization and interactive information services. Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci. XLIII-B4-2020, 583–590 (2020). https://doi.org/10.5194/isprs-archives-XLIII-B4-2020-583-2020
Agisoft Metashape. https://www.agisoft.com/. Accessed 01 Sept 2020
Capturing Reality. https://www.capturingreality.com/. Accessed 01 Sept 2020
MicMac Wiki. https://micmac.ensg.eu/index.php/Accueil. Accessed 01 Sept 2020
AliceVision. https://alicevision.org/. Accessed 01 Sept 2020
Verykokou, S., Ioannidis, C.: A photogrammetry-based structure from motion algorithm using robust iterative bundle adjustment techniques. Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci. IV-4/W6, 73–80 (2018). https://doi.org/10.5194/isprs-annals-IV-4-W6-73-2018
Furukawa, Y., Hernández, C.: Multi-view stereo: a tutorial. Found. Trends Comput. Graph. Vis. 9(1–2), 1–148 (2015). https://doi.org/10.1561/0600000052
Tareen, S.A.K., Saleem, Z.: A comparative analysis of SIFT, SURF, KAZE, AKAZE, ORB, and BRISK. In: iCoMET 2018, pp. 1–10. IEEE (2018)
Verykokou, S., Ioannidis, C.: Exterior orientation estimation of oblique aerial images using SfM-based robust bundle adjustment. Int. J. Remote Sens. 41, 7217–7254 (2020)
Nalpantidis, L., Christou Sirakoulis, G., Gasteratos, A.: Review of stereo vision algorithms: from software to hardware. Int. J. Optomechatron. 2(4), 435–462 (2008)
MeshLab. https://www.meshlab.net/. Accessed 01 Sept 2020
CloudCompare. https://www.danielgm.net/cc/. Accessed 01 Sept 2020
Acknowledgements
This research has been co-financed by the European Union and Greek national funds through the Operational Program Competiveness, Entrepreneurship and Innovation, under the call RESEARCH–CREATE–INNOVATE (project code: T1EDK02859).
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Verykokou, S., Soile, S., Bourexis, F., Tokmakidis, P., Tokmakidis, K., Ioannidis, C. (2021). A Comparative Analysis of Different Software Packages for 3D Modelling of Complex Geometries. In: Ioannides, M., Fink, E., Cantoni, L., Champion, E. (eds) Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection. EuroMed 2020. Lecture Notes in Computer Science(), vol 12642. Springer, Cham. https://doi.org/10.1007/978-3-030-73043-7_19
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