Quantifying Visual Similarity for Artistic Styles

被引:3
|
作者
Sanchez Santana, Priscila [1 ]
Roman-Rangel, Edgar [1 ]
机构
[1] ITAM, Inst Tecnol Autonomo Mexico, Mexico City 01080, DF, Mexico
来源
关键词
Computer vision; Deep learning; Artistic style;
D O I
10.1007/978-3-030-77004-4_18
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Determining the style or artistic movement to which a painter corresponds is a challenging and complicated problem because there are many factors that influence a painting, and these factors are of a qualitative nature, not a quantitative one. This work presents a methodology focused on the quantification of paintings via machine learning methods; we also perform a comparison between computer vision and machine learning techniques in order to understand the particularities and the functionalities of different methods.
引用
收藏
页码:187 / 197
页数:11
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