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Paper published in a book (Scientific congresses and symposiums)
Similar paintings retrieval from individual and multiple poses
Deliège, Adrien; Dondero, Maria Giulia
2024In Proceedings of the Vision for Art workshop, ECCV 2024
Peer reviewed
 

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DeliegeSimilarPaintingsECCV2024.pdf
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https://link.springer.com/chapter/10.1007/978-3-031-91572-7_2
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Keywords :
digital humanities; pose estimation; computer vision
Abstract :
[en] This paper introduces an approach for retrieving similar paintings in terms of poses of the characters depicted within them. The key contributions are a method to extract and normalize individual character poses, the development of several criteria to compare groups of poses across paintings, and the integration of these criteria into a unified ranking system to identify the most similar artworks for a given query. The proposed techniques are demonstrated on a corpus of religious paintings, showing their effectiveness in retrieving visually and semantically analogous artworks. The findings suggest that this methodology could prove helpful for extensive analyses of large image datasets.
Research Center/Unit :
Traverses - ULiège
Disciplines :
Art & art history
Computer science
Author, co-author :
Deliège, Adrien  ;  Université de Liège - ULiège > Traverses
Dondero, Maria Giulia  ;  Université de Liège - ULiège > Département de langues et littératures romanes > Sciences du langage - Rhétorique
Language :
English
Title :
Similar paintings retrieval from individual and multiple poses
Publication date :
2024
Event name :
European Conference on Computer Vision Workshops : Vision for Art
Event place :
Milan, Italy
Event date :
30 septembre 2024
Audience :
International
Main work title :
Proceedings of the Vision for Art workshop, ECCV 2024
Publisher :
Springer, Berlin, Germany
Peer reviewed :
Peer reviewed
Funders :
F.R.S.-FNRS - Fonds de la Recherche Scientifique
Funding number :
Convention T.0065.22
Available on ORBi :
since 22 August 2024

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