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Experiment shows that art students prefer abstract art to monkey art in about two-third of the cases. Since the number is above 50%, some argue that abstract art is different and better than animal art. I compare this result with figure…

物理与社会 · 物理学 2011-12-08 M. V. Simkin

I report the results of the test, where the takers had to tell true masterpieces of abstract art from the fakes, produced by me. I describe each picture by the fraction of the test takers, who selected it as a masterpiece. When I compare…

物理与社会 · 物理学 2007-06-14 M. V. Simkin

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

We present a set of studies that tested the hypothesis that creative style is recognizable within and across domains. Art students were shown two sets of paintings, the first by five famous artists and the second by their art student peers.…

神经元与认知 · 定量生物学 2019-07-02 Liane Gabora , Brian P. O'Connor , Apara Ranjan

Considering the huge amount of art pieces that exist, there is valuable information to be discovered. Examining a painting, an expert can determine its style, genre, and the time period that the painting belongs. One important task for art…

计算机视觉与模式识别 · 计算机科学 2014-08-15 Babak Saleh , Kanako Abe , Ravneet Singh Arora , Ahmed Elgammal

The artistic style of a painting is a subtle aesthetic judgment used by art historians for grouping and classifying artwork. The recently introduced `neural-style' algorithm substantially succeeds in merging the perceived artistic style of…

计算机视觉与模式识别 · 计算机科学 2019-06-04 Jeremiah Johnson

Generative AI's novel capacities raise questions about the future role of human expertise: does AI level the playing field between professional artists and laypeople, or does expertise enhance AI use? Do the cognitive skills experts make…

The goal of this study was to investigate the translation of creative works into other domains. We tested whether people were able to recognize which works of art were inspired by which pieces of music. Three expert painters created four…

神经元与认知 · 定量生物学 2019-07-11 Apara Ranjan , Liane Gabora , Brian O'Connor

GANs (Generative adversarial networks) is a new AI technology that can perform deep learning with less training data and has the capability of achieving transformation between two image sets. Using GAN we have carried out a comparison…

计算机视觉与模式识别 · 计算机科学 2020-05-06 Mai Cong Hung , Ryohei Nakatsu , Naoko Tosa , Takashi Kusumi , Koji Koyamada

Assessing the artness of AI-generated images continues to be a challenge within the realm of image generation. Most existing metrics cannot be used to perform instance-level and reference-free artness evaluation. This paper presents…

计算机视觉与模式识别 · 计算机科学 2024-06-11 Junyu Chen , Jie An , Hanjia Lyu , Christopher Kanan , Jiebo Luo

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

The goal of this study was to investigate the translate-ability of creative works into other domains. We tested whether people were able to recognize which works of art were inspired by which pieces of music. Three expert painters created…

神经元与认知 · 定量生物学 2019-07-11 Apara Ranjan , Liane Gabora , Brian O'Connor

Humans are generally good at learning abstract concepts about objects and scenes (e.g.\ spatial orientation, relative sizes, etc.). Over the last years convolutional neural networks have achieved almost human performance in recognizing…

计算机视觉与模式识别 · 计算机科学 2016-08-01 Sebastian Stabinger , Antonio Rodriguez-Sanchez , Justus Piater

It is hypothesized that creativity arises from the self-mending capacity of an internal model of the world, or worldview. The uniquely honed worldview of a creative individual results in a distinctive style that is recognizable within and…

人工智能 · 计算机科学 2019-07-11 Liane Gabora

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…

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

Convolutional Neural Networks have become state of the art methods for image classification over the last couple of years. By now they perform better than human subjects on many of the image classification datasets. Most of these datasets…

计算机视觉与模式识别 · 计算机科学 2017-08-28 Sebastian Stabinger , Antonio Rodriguez-Sanchez

Can we derive computational metrics to quantify visual creativity in drawings across intelligent agents, while accounting for inherent differences in technical skill and style? To answer this, we curate a novel dataset consisting of 1338…

人机交互 · 计算机科学 2025-02-11 Surabhi S Nath , Guiomar del Cuvillo y Schröder , Claire E. Stevenson

This paper presents abstract art created by neural networks and broadly recognizable across various computer vision systems. The existence of abstract forms that trigger specific labels independent of neural architecture or training set…

计算机视觉与模式识别 · 计算机科学 2019-12-10 Tom White

The goals of this research were to (1) determine if there is agreement both amongst viewers, and between viewers and the performer, about the extent to which performances are authentic, and (2) ascertain whether or not performers and/or…

神经元与认知 · 定量生物学 2019-07-11 Madeleine Henderson , Liane Gabora
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