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  KEYWORD

Digital reconstruction of Egyptian archeological remains in fragmentary state

azienda Thesis in external company    


keywords ARTIFICIAL INTELLIGENCE, CULTURAL HERITAGE, DIGITAL RECONSTRUCTION, MACHINE LEARNING, MUSEUMS

Reference persons FABRIZIO LAMBERTI

Research Groups DAUIN - GR-09 - GRAphics and INtelligent Systems - GRAINS

Thesis type THESIS WITH A COMPANY

Description The aim of this thesis, to be developed in collaboration with the Egyptian Museum in Turin, is to develop an algorithm able to reconstruct in a digital way the fragments of archeological remains by analyzing the fracture surfaces of the single pieces. The algorithm could be first tested on a “modern” object reduced to pieces, and then applied to a use case to be agreed with the Museum (e.g., stone fragments from a statuary group, decorated floor or ceiling pieces, ceramic parts, etc.). The match between two fragments shall be identified based on the analysis of the geometries, not of the possible color information that could still be visible on the surface. The algorithm should provide a confidence score for the various matches identified. 3D geometries will be provided by the Museum. These geometries will be created using the Artec Space Spider, a structured light scanner capable to produce meshes with a resolution up to 0.1 mm.

Suggested readings:
https://www.sciencedirect.com/science/article/abs/pii/S1296207422000826
https://ieeexplore.ieee.org/document/4697243
https://www.researchgate.net/publication/333161346_Reassembling_Fractured_Objects_by_Geometric_Matching
https://www.academia.edu/51368373/Automated_reconstruction_of_fragmented_objects_using_their_3D_representation_Application_to_important_archaeological_finds
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3231500/

See also  http://grains.polito.it/work.php


Deadline 31/07/2023      PROPONI LA TUA CANDIDATURA




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