Understanding and creating art with AI: Review and outlook

E Cetinic, J She - ACM Transactions on Multimedia Computing …, 2022 - dl.acm.org
Technologies related to artificial intelligence (AI) have a strong impact on the changes of
research and creative practices in visual arts. The growing number of research initiatives …

Artificial neural networks and deep learning in the visual arts: A review

I Santos, L Castro, N Rodriguez-Fernandez… - Neural Computing and …, 2021 - Springer
In this article, we perform an exhaustive analysis of the use of Artificial Neural Networks and
Deep Learning in the Visual Arts. We begin by introducing changes in Artificial Intelligence …

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 …

A comprehensive survey on object detection in Visual Art: taxonomy and challenge

S Bengamra, O Mzoughi, A Bigand… - Multimedia Tools and …, 2024 - Springer
Cultural heritage data plays a key role in the understanding of past human history and
culture, enriches the present and prepares the future. A wealth of information is buried in …

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 …

Visual link retrieval and knowledge discovery in painting datasets

G Castellano, E Lella, G Vessio - Multimedia Tools and Applications, 2021 - Springer
Visual arts are of inestimable importance for the cultural, historic and economic growth of our
society. One of the building blocks of most analysis in visual arts is to find similarity …

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 …

Aesthetical issues of Leonardo Da Vinci's and Pablo Picasso's paintings with stochastic evaluation

GF Sargentis, P Dimitriadis, D Koutsoyiannis - Heritage, 2020 - mdpi.com
A physical process is characterized as complex when it is difficult to analyze or explain in a
simple way. The complexity within an art painting is expected to be high, possibly …

Deep convolutional embedding for digitized painting clustering

G Castellano, G Vessio - 2020 25th International Conference on …, 2021 - ieeexplore.ieee.org
Clustering artworks is difficult for several reasons. On the one hand, recognizing meaningful
patterns in accordance with domain knowledge and visual perception is extremely difficult …

[PDF][PDF] Pepper4Museum: towards a human-like museum guide

G Castellano, B De Carolis, N Macchiarulo… - CEUR WORKSHOP …, 2020 - core.ac.uk
With the recent advances in technology, new ways to engage visitors in a museum have
been proposed. Relevant examples range from the simple use of mobile apps and …