A Design-Led Exploration of Material Interactions Between Machine Learning and Digital Portraiture

被引：0
|
作者：
Green, David Philip [1 ]
Lindley, Joseph [1 ]
Mason, Zach [1 ]
Coulton, Paul [1 ]
机构：
[1] Univ Lancaster, Imaginat Lancaster, Lancaster, England
来源：
WITH DESIGN: REINVENTING DESIGN MODES, IASDR 2021 | 2022年
基金：
英国科研创新办公室;
关键词：
Design materials; Materiality; Machine learning; Digital portraiture; Faces; Art;
D O I：
10.1007/978-981-19-4472-7_211
中图分类号：
TU [建筑科学];
学科分类号：
0813 ;
摘要：
Design materials are defined as a combination of what they are, what they do, and the ways they interact with other materials. In this pictorial, we explore the interactions between machine learning (as a design material) and another design material-the human face-in the form of digital portraiture. Employing an exploratory Research through Design approach we consider how machine learning simultaneously enriches and subverts the materiality of the human face. Through a combination of images and text, we offer some considerations and provocations for further research.
引用
收藏
页码：3268 / 3283
页数：16
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