Analysis of Deep Features for Image Aesthetic Assessment

The performance of image aesthetic assessment has been significantly improved by deep learning techniques in comparison to traditional hand-crafted feature-based methods. However, there has not been an attempt to analyze the learned features in deep learning approaches. This paper presents in-depth...

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Bibliographic Details
Main Authors: Hyeongnam Jang, Jong-Seok Lee
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9356612/