Deep learning approaches to pattern extraction and recognition in paintings and drawings: An overview

G Castellano, G Vessio - Neural Computing and Applications, 2021 - Springer
This paper provides an overview of some of the most relevant deep learning approaches to
pattern extraction and recognition in visual arts, particularly painting and drawing. Recent …

Human-centered artificial intelligence for designing accessible cultural heritage

G Pisoni, N Díaz-Rodríguez, H Gijlers, L Tonolli - Applied Sciences, 2021 - mdpi.com
This paper reviews the literature concerning technology used for creating and delivering
accessible museum and cultural heritage sites experiences. It highlights the importance of …

[HTML][HTML] Leveraging knowledge graphs and deep learning for automatic art analysis

G Castellano, V Digeno, G Sansaro, G Vessio - Knowledge-Based Systems, 2022 - Elsevier
The growing availability of large collections of digitized artworks has disclosed new
opportunities to develop intelligent systems for the automatic analysis of fine arts. Among …

Artificial intelligence and the disruption of higher education: strategies for integrations across disciplines

J Hutson, T Jeevanjee… - Creative …, 2022 - digitalcommons.lindenwood.edu
Artificial intelligence (AI) and its impact on society have received a great deal of attention in
the past five years since the first Stanford AI100 report. AI already globally impacts …

Accessible cultural heritage through explainable artificial intelligence

N Díaz-Rodríguez, G Pisoni - Adjunct Publication of the 28th ACM …, 2020 - dl.acm.org
Ethics Guidelines for Trustworthy AI advocate for AI technology that is, among other things,
more inclusive. Explainable AI (XAI) aims at making state of the art opaque models more …

A methodology for semantic enrichment of cultural heritage images using artificial intelligence technologies

Y Abgaz, R Rocha Souza, J Methuku, G Koch… - Journal of …, 2021 - mdpi.com
Cultural heritage images are among the primary media for communicating and preserving
the cultural values of a society. The images represent concrete and abstract content and …

Towards generating and evaluating iconographic image captions of artworks

E Cetinic - Journal of imaging, 2021 - mdpi.com
To automatically generate accurate and meaningful textual descriptions of images is an
ongoing research challenge. Recently, a lot of progress has been made by adopting …

Iconographic image captioning for artworks

E Cetinic - … ICPR International Workshops and Challenges: Virtual …, 2021 - Springer
Image captioning implies automatically generating textual descriptions of images based only
on the visual input. Although this has been an extensively addressed research topic in …

[Retracted] Research on the Development Path of Cultural Heritage Information Visualization from the Perspective of Digital Humanities

X Fang - Mobile Information Systems, 2022 - Wiley Online Library
Art and humanities fields can all benefit from the wide range of digital materials,
methodologies, and tools available to researchers. It is the merging of conventional …

Pattern recognition and artificial intelligence techniques for cultural heritage

F Fontanella, F Colace, M Molinara, AS Di Freca… - Pattern Recognition …, 2020 - Elsevier
This paper is the editorial of the virtual special issue (VSI)“Pattern recognition and artificial
intelligence techniques for cultural heritage”, of which the authors of this paper have been …