计算机视觉与图像分析艺术2023会议综述和论文计划

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引用次数: 0

摘要

本次关于计算机图像分析在艺术研究中的应用的会议将介绍图像分析、计算机视觉和模式识别在艺术史学家、策展人和保护人员感兴趣的问题中的应用。最近的一些问题和争议突出了严格的图像分析在艺术分析中的价值,特别是绘画。考虑这些例子:分形图像分析鉴定可能是杰克逊·波洛克的水滴画;复杂的透视,阴影和形式分析,以解决早期文艺复兴大师如扬·凡·艾克或巴洛克大师如乔治·德·拉图尔追踪光学投影图像的说法;佩鲁吉诺(Perugino)画作中肖像归属的笔触自动多尺度分析;以及对《蒙娜丽莎》进行多光谱、x射线和红外扫描和图像分析,揭示达·芬奇的绘画技巧。图像分析对这些问题和其他问题的价值强烈表明,当前和未来的计算机方法将在视觉艺术的学术研究中发挥越来越大的作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Computer Vision and Image Analysis of Art 2023 Conference Overview and Papers Program
Abstract This conference on computer image analysis in the study of art presents leading research in the application of image analysis, computer vision, and pattern recognition to problems of interest to art historians, curators and conservators. A number of recent questions and controversies have highlighted the value of rigorous image analysis in the service of the analysis of art, particularly painting. Consider these examples: the fractal image analysis for the authentication of drip paintings possibly by Jackson Pollock; sophisticated perspective, shading and form analysis to address claims that early Renaissance masters such as Jan van Eyck or Baroque masters such as Georges de la Tour traced optically projected images; automatic multi-scale analysis of brushstrokes for the attribution of portraits within a painting by Perugino; and multi-spectral, x-ray and infra-red scanning and image analysis of the Mona Lisa to reveal the painting techniques of Leonardo. The value of image analysis to these and other questions strongly suggests that current and future computer methods will play an ever larger role in the scholarship of visual arts.
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