Learning with privileged information for photo aesthetic assessment
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DOI: 10.1016/j.neucom.2020.04.142
Abstract: Abstract Privileged information (PI), known as teacher providing students helpful comments, comparisons, and explanations to improve students’ performance, has been widely applied in various machine learning tasks, resulting in great success. Existing approaches utilizing attributes… read more here.
Keywords: aesthetic assessment; information; privileged information; photo aesthetic ... See more keywords
Image Aesthetic Assessment: A Comparative Study of Hand-Crafted & Deep Learning Models
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DOI: 10.1109/access.2022.3209196
Abstract: Automatic image aesthetics assessment is a computer vision problem dealing with categorizing images into different aesthetic levels. The categorization is usually done by analyzing an input image and computing some measure of the degree to… read more here.
Keywords: image aesthetic; assessment; hand crafted; deep learning ... See more keywords
An interpretable approach for automatic aesthetic assessment of remote sensing images
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DOI: 10.3389/fncom.2022.1077439
Abstract: The increase of remote sensing images in recent decades has resulted in their use in non-scientific fields such as environmental protection, education, and art. In this situation, we need to focus on the aesthetic assessment… read more here.
Keywords: aesthetic assessment; remote sensing; assessment remote; sensing images ... See more keywords
Validation of an Aesthetic Assessment System for Commercial Tasks
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DOI: 10.3390/e24010103
Abstract: Automatic prediction of the aesthetic value of images has received increasing attention in recent years. This is due, on the one hand, to the potential impact that predicting the aesthetic value has on practical applications.… read more here.
Keywords: system; aesthetic value; assessment system; aesthetic assessment ... See more keywords