Category:Subjective Database of Paintings

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This category of images belong to the paper published at the AIC 2013 conference:

Seyed Ali Amirshahi, Gregor Uwe Hayn-Leichsenring, Joachim Denzler, Christoph Redies, "Color: A Crucial Factor for Aesthetic Quality Assessment in a Subjective Dataset of Paintings". AIC 2013.

ABSTRACT

Computational aesthetics is an emerging field of research which has attracted different research groups in the last few years. In this field, one of the main approaches to evaluate the aesthetic quality of paintings and photographs is a feature-based approach. Among the different features proposed to reach this goal, color plays an import role. In this paper, we introduce a novel dataset that consists of paintings of Western provenance from 36 well-known painters from the 15th to the 20th century. As a first step and to assess this dataset, using a classifier, we investigate the correlation between the subjective scores and two widely used features that are related to color perception and in different aesthetic quality assessment approaches. Results show a classification rate of up to 73% between the color features and the subjective scores.

The paintings were originally included in the Yorck Project or the Google Art Project and were made available to the general public through the Wikimedia Commons website. ... From this database, a dataset of 281 high-quality color paintings from 36 different artists was downloaded.

The increased dataset consists of 1628 highly aesthetic painting from 11 different western art periods and 410 artists from Google Art Project downloaded through Wikimedia Commons. Sample images from the subjective dataset of aesthetic paintings: http://www.inf-cv.uni-jena.de/en/jenaesthetics

JenAesthetics-a public dataset of paintings for aesthetic research. Computer Vision Group, University of Jena Germany, Tech. rep. (2013)
JenAesthetics Subjective Dataset: Analyzing Paintings by Subjective Scores

Subcategories

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Media in category "Subjective Database of Paintings"

The following 200 files are in this category, out of 262 total.

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