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Building CNN-Based Models for Image Aesthetic Score Prediction Using an Ensemble

In this paper, we propose a framework that constructs two types of image aesthetic assessment (IAA) models with different CNN architectures and improves the performance of image aesthetic score (AS) prediction by the ensemble. Moreover, the attention regions of the models to the images are extracted...

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Detalles Bibliográficos
Autor principal: Dai, Ying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9964547/
https://www.ncbi.nlm.nih.gov/pubmed/36826949
http://dx.doi.org/10.3390/jimaging9020030