A Genetic Algorithm to Combine Deep Features for the Aesthetic Assessment of Images Containing Faces

• Published in: Sensors (Basel, Switzerland) Vol. 21; no. 4; p. 1307
• Main Authors: Celona, Luigi, Schettini, Raimondo
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI 12.02.2021; MDPI AG
• Subjects: convolutional neural networks; faces; genetic algorithms; image aesthetics; convolutional neural networks; genetic algorithms; faces; image aesthetics

The automatic assessment of the aesthetic quality of a photo is a challenging and extensively studied problem. Most of the existing works focus on the aesthetic quality assessment of photos regardless of the depicted subject and mainly use features extracted from the entire image. It has been observ...