Deep learning approaches to pattern extraction and recognition in paintings and drawings: An overview
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 …
pattern extraction and recognition in visual arts, particularly painting and drawing. Recent …
Human-centered artificial intelligence for designing accessible cultural heritage
This paper reviews the literature concerning technology used for creating and delivering
accessible museum and cultural heritage sites experiences. It highlights the importance of …
accessible museum and cultural heritage sites experiences. It highlights the importance of …
[HTML][HTML] Leveraging knowledge graphs and deep learning for automatic art analysis
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 …
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 …
the past five years since the first Stanford AI100 report. AI already globally impacts …
Accessible cultural heritage through explainable artificial intelligence
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 …
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
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 …
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 …
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 …
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 …
methodologies, and tools available to researchers. It is the merging of conventional …
Pattern recognition and artificial intelligence techniques for cultural heritage
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 …
intelligence techniques for cultural heritage”, of which the authors of this paper have been …