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Aesthetics Quality Assessment

4 papers with code · Computer Vision

Automatic assessment of aesthetic-related subjective ratings.

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NIMA: Neural Image Assessment

15 Sep 2017idealo/image-quality-assessment

Automatically learned quality assessment for images has recently become a hot topic due to its usefulness in a wide variety of applications such as evaluating image capture pipelines, storage techniques and sharing media.

AESTHETICS QUALITY ASSESSMENT

Photo Aesthetics Ranking Network with Attributes and Content Adaptation

6 Jun 2016aimerykong/deepImageAestheticsAnalysis

In this work, we propose to learn a deep convolutional neural network to rank photo aesthetics in which the relative ranking of photo aesthetics are directly modeled in the loss function.

AESTHETICS QUALITY ASSESSMENT

Effective Aesthetics Prediction with Multi-level Spatially Pooled Features

CVPR 2019 subpic/ava-mlsp

We propose an effective deep learning approach to aesthetics quality assessment that relies on a new type of pre-trained features, and apply it to the AVA data set, the currently largest aesthetics database.

AESTHETICS QUALITY ASSESSMENT

Attention-based Multi-Patch Aggregation for Image Aesthetic Assessment

ACM Multimedia Conference 2018 Openning07/MPADA

Aggregation structures with explicit information, such as image attributes and scene semantics, are effective and popular for intelligent systems for assessing aesthetics of visual data.

AESTHETICS QUALITY ASSESSMENT