Anastylosis is an archaeological term consisting in a reconstruction technique whereby an artefact is restored using the original architectural elements. Experts can sometimes imply months or years to carry out this task counting on their expertise. Software procedures can represent a valid support but several challenges arise when dealing with practical scenarios. This paper starts from the achievements on DAFNE challenge, with a traditional template matching approach which won the third place at the competition, to arrive to discuss the critical issues that make the unsupervised version, the blind digital anastylosis, a hard problem to solve. A preliminary solution supported by experimental results is presented.
From Fully Supervised to Blind Digital Anastylosis on DAFNE Dataset / Barra, P.; Barra, S.; Narducci, F.. - 12663:(2021), pp. 628-642. (Intervento presentato al convegno 25th International Conference on Pattern Recognition Workshops, ICPR 2020 tenutosi a ita nel 2021) [10.1007/978-3-030-68796-0_45].
From Fully Supervised to Blind Digital Anastylosis on DAFNE Dataset
Barra S.;Narducci F.
2021
Abstract
Anastylosis is an archaeological term consisting in a reconstruction technique whereby an artefact is restored using the original architectural elements. Experts can sometimes imply months or years to carry out this task counting on their expertise. Software procedures can represent a valid support but several challenges arise when dealing with practical scenarios. This paper starts from the achievements on DAFNE challenge, with a traditional template matching approach which won the third place at the competition, to arrive to discuss the critical issues that make the unsupervised version, the blind digital anastylosis, a hard problem to solve. A preliminary solution supported by experimental results is presented.File | Dimensione | Formato | |
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