Comment-Guided Semantics-Aware Image Aesthetics Assessment
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DOI: 10.1109/tcsvt.2022.3201510
Abstract: Existing image aesthetics assessment methods mainly rely on the visual features of images but ignore their rich semantics. Nowadays, with the widespread application of social media, the comments corresponding to images in the form of… read more here.
Keywords: semantics; comment guided; aesthetics assessment; guided semantics ... See more keywords
Leveraging Expert Feature Knowledge for Predicting Image Aesthetics
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DOI: 10.1109/tip.2018.2845100
Abstract: The ability to rank the images based on their appearance finds many real-world applications, such as image retrieval or image album creation. Despite the recent dominance of deep learning methods in computer vision which often… read more here.
Keywords: image; feature; image aesthetics; predicting image ... See more keywords
Learning Personalized Image Aesthetics From Subjective and Objective Attributes
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DOI: 10.1109/tmm.2021.3123468
Abstract: Due to the widespread popularity of social media, researchers have developed a strong interest in learning the personalized image aesthetics of online users. Personalized image aesthetics assessment (PIAA) aims to study the aesthetic preferences of… read more here.
Keywords: objective attributes; individual users; personalized image; image ... See more keywords