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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Bibliographic Details
Main Author: Ying Dai
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Journal of Imaging
Subjects:
Online Access:https://www.mdpi.com/2313-433X/9/2/30