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This research extends a method previously applied to music and philosophy,representing the evolution of art as a time-series where relations like dialectics are measured quantitatively. For that, a corpus of paintings of 12 well-known…

Quantitative analysis of visual arts has recently expanded to encompass a more extensive array of artworks due to the availability of large-scale digitized art collections. Consistent with formal analyses by art historians, many of these…

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…

计算机视觉与模式识别 · 计算机科学 2016-09-20 Seyed Ali Amirshahi , Gregor Uwe Hayn-Leichsenring , Joachim Denzler , Christoph Redies

This paper makes the first attempt to introduce the tools from computer graphics into the art pricing research. We argue that the creation of a painting calls for a combination of conceptual effort and painting effort from the artist.…

综合金融 · 定量金融 2019-10-10 Lan Ju , Zhiyong Tu , Changyong Xue

Many variations of the classical graph coloring model have been intensively studied due to their multiple applications; scheduling problems and aircraft assignments, for instance, motivate the robust coloring problem. This model gets to…

离散数学 · 计算机科学 2023-05-17 Delia Garijo , Alberto Márquez , Rafael Robles

The diversity of painting styles represents a rich visual vocabulary for the construction of an image. The degree to which one may learn and parsimoniously capture this visual vocabulary measures our understanding of the higher level…

计算机视觉与模式识别 · 计算机科学 2017-02-10 Vincent Dumoulin , Jonathon Shlens , Manjunath Kudlur

Many circumstances of practical importance have performance or success metrics which exist implicitly---in the eye of the beholder, so to speak. Tuning aspects of such problems requires working without defined metrics and only considering…

机器学习 · 统计学 2019-06-11 Michael McCourt , Ian Dewancker

A statistical study on 565 works of art of different great painters was done and it was calculated the ratio of the 2 sides of a paintings. Assuming that all the painters under discussion enter in a statistics with equal weights it is shown…

物理与社会 · 物理学 2007-05-23 Agata Olariu

How does the machine classify styles in art? And how does it relate to art historians' methods for analyzing style? Several studies have shown the ability of the machine to learn and predict style categories, such as Renaissance, Baroque,…

人工智能 · 计算机科学 2018-02-13 Ahmed Elgammal , Marian Mazzone , Bingchen Liu , Diana Kim , Mohamed Elhoseiny

Graph drawing research traditionally focuses on producing geometric embeddings of graphs satisfying various aesthetic constraints. After the geometric embedding is specified, there is an additional step that is often overlooked or ignored:…

计算几何 · 计算机科学 2007-05-23 Michael B. Dillencourt , David Eppstein , Michael T. Goodrich

For spin systems, such as the $q$-colorings and independent-set models, approximating the partition function in the so-called non-uniqueness region, where the model exhibits long-range correlations, is typically computationally hard for…

数据结构与算法 · 计算机科学 2021-05-06 Zongchen Chen , Andreas Galanis , Daniel Štefankovič , Eric Vigoda

The artistic community is increasingly relying on automatic computational analysis for authentication and classification of artistic paintings. In this paper, we identify hidden patterns and relationships present in artistic paintings by…

计算机视觉与模式识别 · 计算机科学 2021-02-10 Jorge Miguel Silva , Diogo Pratas , Rui Antunes , Sérgio Matos , Armando J. Pinho

While color harmony has long been studied in art and design, a clear consensus remains elusive, as most models are grounded in qualitative insights or limited datasets. In this work, we present a quantitative, data-driven study of color…

人机交互 · 计算机科学 2025-11-06 Ortensia Forni , Alexandre Darmon , Michael Benzaquen

In computer vision, visual arts are often studied from a purely aesthetics perspective, mostly by analysing the visual appearance of an artistic reproduction to infer its style, its author, or its representative features. In this work,…

计算机视觉与模式识别 · 计算机科学 2019-04-25 Noa Garcia , Benjamin Renoust , Yuta Nakashima

Art is the ultimate expression of human creativity that is deeply influenced by the philosophy and culture of the corresponding historical epoch. The quantitative analysis of art is therefore essential for better understanding human…

物理与社会 · 物理学 2018-09-19 Higor Y. D. Sigaki , Matjaz Perc , Haroldo V. Ribeiro

How do people look at art? Are there any differences between how experienced and inexperienced art viewers look at a painting? We approach these questions by analyzing and modeling eye movement data from a cognitive art research experiment,…

应用统计 · 统计学 2016-08-12 Anna-Kaisa Ylitalo , Aila Särkkä , Peter Guttorp

The colorful appearance of a physical painting is determined by the distribution of paint pigments across the canvas, which we model as a per-pixel mixture of a small number of pigments with multispectral absorption and scattering…

图形学 · 计算机科学 2018-07-23 Jianchao Tan , Stephen DiVerdi , Jingwan Lu , Yotam Gingold

This paper presents a novel application of compositional data analysis methods in the context of color image processing. A vector decomposition method is proposed to reveal compositional components of any vector with positive components…

定量方法 · 定量生物学 2018-06-12 Omer Faruk Gulban

In this paper, we discuss possible color palletes, prediction and analysis of originality of the colors that Artists used on the Renaissance oil paintings. This framework goal is to help to use the color symbology and image enhancement…

计算机视觉与模式识别 · 计算机科学 2021-03-02 Artyom M. Grigoryan , Sos S. Agaian

Color theme or color palette can deeply influence the quality and the feeling of a photograph or a graphical design. Although color palettes may come from different sources such as online crowd-sourcing, photographs and graphical designs,…

计算机视觉与模式识别 · 计算机科学 2017-03-20 Huy Q. Phan , Hongbo Fu , Antoni B. Chan
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