Computational and experimental approaches to visual aesthetics

A Brachmann, C Redies - Frontiers in computational neuroscience, 2017 - frontiersin.org
Aesthetics has been the subject of long-standing debates by philosophers and
psychologists alike. In psychology, it is generally agreed that aesthetic experience results …

[HTML][HTML] Can we really 'read'art to see the changing brain? A review and empirical assessment of clinical case reports and published artworks for systematic evidence …

M Pelowski, BTM Spee, J Arato, F Dörflinger… - Physics of life …, 2022 - Elsevier
The past three decades have seen multiple reports of people with neurodegenerative
disorders, or other forms of changes in their brains, who also show putative changes in how …

Recognizing image style

S Karayev, M Trentacoste, H Han, A Agarwala… - arXiv preprint arXiv …, 2013 - arxiv.org
The style of an image plays a significant role in how it is viewed, but style has received little
attention in computer vision research. We describe an approach to predicting style of …

[PDF][PDF] Palette-based photo recoloring.

H Chang, O Fried, Y Liu, S DiVerdi, A Finkelstein - ACM Trans. Graph., 2015 - ohadf.com
Image editing applications offer a wide array of tools for color manipulation. Some of these
tools are easy to understand but offer a limited range of expressiveness. Other more …

Aesthetics and emotions in images

D Joshi, R Datta, E Fedorovskaya… - IEEE Signal …, 2011 - ieeexplore.ieee.org
In this tutorial, we define and discuss key aspects of the problem of computational inference
of aesthetics and emotion from images. We begin with a background discussion on …

Aesthetic preference for art can be predicted from a mixture of low-and high-level visual features

K Iigaya, S Yi, IA Wahle, K Tanwisuth… - Nature Human …, 2021 - nature.com
It is an open question whether preferences for visual art can be lawfully predicted from the
basic constituent elements of a visual image. Here, we developed and tested a …

No-reference image quality assessment using visual codebooks

P Ye, D Doermann - IEEE Transactions on Image Processing, 2012 - ieeexplore.ieee.org
The goal of no-reference objective image quality assessment (NR-IQA) is to develop a
computational model that can predict the human-perceived quality of distorted images …

AesUST: towards aesthetic-enhanced universal style transfer

Z Wang, Z Zhang, L Zhao, Z Zuo, A Li, W Xing… - Proceedings of the 30th …, 2022 - dl.acm.org
Recent studies have shown remarkable success in universal style transfer which transfers
arbitrary visual styles to content images. However, existing approaches suffer from the …

Color compatibility from large datasets

P O'Donovan, A Agarwala, A Hertzmann - ACM SIGGRAPH 2011 papers, 2011 - dl.acm.org
This paper studies color compatibility theories using large datasets, and develops new tools
for choosing colors. There are three parts to this work. First, using on-line datasets, we test …

Towards artistic image aesthetics assessment: a large-scale dataset and a new method

R Yi, H Tian, Z Gu, YK Lai… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Image aesthetics assessment (IAA) is a challenging task due to its highly subjective nature.
Most of the current studies rely on large-scale datasets (eg, AVA and AADB) to learn a …