Detection of Emotions in Artworks Using a Convolutional Neural Network Trained on Non-Artistic Images: A Methodology to Reduce the Cross-Depiction Problem,Empirical Studies of the Arts

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Detection of Emotions in Artworks Using a Convolutional Neural Network Trained on Non-Artistic Images: A Methodology to Reduce the Cross-Depiction Problem
Empirical Studies of the Arts ( IF 1.5 ) Pub Date : 2023-03-16 , DOI: 10.1177/02762374231163481
César González-Martín ₁ , Miguel Carrasco ₂ , Thomas Gustavo Wachter Wielandt ₃

Affiliation

This research is framed within the study of automatic recognition of emotions in artworks, proposing a methodology to improve performance in detecting emotions when a network is trained with an ima...

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