Property-Specific Aesthetic Assessment With Unsupervised Aesthetic Property Discovery

Property-Specific Aesthetic Assessment With Unsupervised Aesthetic Property Discovery

We propose the property-specific aesthetic assessment (PSAA) algorithm with unsupervised aesthetic property discovery. The proposed PSAA algorithm uses an aesthetic feature extractor, an aesthetic property classifier, and multiple property-specific assessment networks. The aesthetic feature extracto...

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Bibliographic Details
Main Authors: Jun-Tae Lee, Chul Lee, Chang-Su Kim
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Image aesthetics
aesthetic assessment
image composition
convolutional neural network
unsupervised property discovery
unsupervised attribute clustering
Online Access:https://ieeexplore.ieee.org/document/8805397/

Internet

https://ieeexplore.ieee.org/document/8805397/

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