2 papers
cs.CV2023
Inching Towards Automated Understanding of the Meaning of Art: An Application to Computational Analysis of Mondrian's Artwork
Alex Doboli, Mahan Agha Zahedi, Niloofar Gholamrezaei
Deep Neural Networks (DNNs) have been successfully used in classifying digital images but have been less successful in classifying images with meanings that are not linear combinat…
cs.CV2022
How Deep is Your Art: An Experimental Study on the Limits of Artistic Understanding in a Single-Task, Single-Modality Neural Network
Mahan Agha Zahedi, Niloofar Gholamrezaei, Alex Doboli
Computational modeling of artwork meaning is complex and difficult. This is because art interpretation is multidimensional and highly subjective. This paper experimentally investig…