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

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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A Design-Led Exploration of Material Interactions between Machine Learning and Digital Portraiture. / Green, David Philip; Lindley, Joseph; Mason, Zach et al.
[ ] With Design: Reinventing Design Modes: Proceedings of the 9th Congress of the International Association of Societies of Design Research (IASDR 2021). ed. / Gerhard Bruyns; Huaxin Wei. Singapore: Springer, 2022. p. 3268-3283 (IASDR: Congress of the International Association of Societies of Design Research; Vol. 9).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Harvard

Green, DP, Lindley, J, Mason, Z & Coulton, P 2022, A Design-Led Exploration of Material Interactions between Machine Learning and Digital Portraiture. in G Bruyns & H Wei (eds), [ ] With Design: Reinventing Design Modes: Proceedings of the 9th Congress of the International Association of Societies of Design Research (IASDR 2021). IASDR: Congress of the International Association of Societies of Design Research, vol. 9, Springer, Singapore, pp. 3268-3283, IASDR 2021, 5/12/21. https://doi.org/10.1007/978-981-19-4472-7_211

APA

Green, D. P., Lindley, J., Mason, Z., & Coulton, P. (2022). A Design-Led Exploration of Material Interactions between Machine Learning and Digital Portraiture. In G. Bruyns, & H. Wei (Eds.), [ ] With Design: Reinventing Design Modes: Proceedings of the 9th Congress of the International Association of Societies of Design Research (IASDR 2021) (pp. 3268-3283). (IASDR: Congress of the International Association of Societies of Design Research; Vol. 9). Springer. https://doi.org/10.1007/978-981-19-4472-7_211

Vancouver

Green DP, Lindley J, Mason Z, Coulton P. A Design-Led Exploration of Material Interactions between Machine Learning and Digital Portraiture. In Bruyns G, Wei H, editors, [ ] With Design: Reinventing Design Modes: Proceedings of the 9th Congress of the International Association of Societies of Design Research (IASDR 2021). Singapore: Springer. 2022. p. 3268-3283. (IASDR: Congress of the International Association of Societies of Design Research). Epub 2021 Dec 8. doi: 10.1007/978-981-19-4472-7_211

Author

Green, David Philip ; Lindley, Joseph ; Mason, Zach et al. / A Design-Led Exploration of Material Interactions between Machine Learning and Digital Portraiture. [ ] With Design: Reinventing Design Modes: Proceedings of the 9th Congress of the International Association of Societies of Design Research (IASDR 2021). editor / Gerhard Bruyns ; Huaxin Wei. Singapore : Springer, 2022. pp. 3268-3283 (IASDR: Congress of the International Association of Societies of Design Research).

Bibtex

@inproceedings{0e5fb8285212485fac563379c62c52a4,
title = "A Design-Led Exploration of Material Interactions between Machine Learning and Digital Portraiture",
abstract = "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. ",
keywords = "design materials, materiality, machine learning, digital portraiture, faces, art",
author = "Green, {David Philip} and Joseph Lindley and Zach Mason and Paul Coulton",
year = "2022",
month = nov,
day = "6",
doi = "10.1007/978-981-19-4472-7_211",
language = "English",
isbn = "9789811944710",
series = "IASDR: Congress of the International Association of Societies of Design Research",
publisher = "Springer",
pages = "3268--3283",
editor = "Bruyns, {Gerhard } and Huaxin Wei",
booktitle = "[ ] With Design: Reinventing Design Modes",
note = "IASDR 2021, IASDR 2021 ; Conference date: 05-12-2021 Through 09-12-2021",

}

RIS

TY - GEN

T1 - A Design-Led Exploration of Material Interactions between Machine Learning and Digital Portraiture

AU - Green, David Philip

AU - Lindley, Joseph

AU - Mason, Zach

AU - Coulton, Paul

PY - 2022/11/6

Y1 - 2022/11/6

N2 - 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.

AB - 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.

KW - design materials

KW - materiality

KW - machine learning

KW - digital portraiture

KW - faces

KW - art

U2 - 10.1007/978-981-19-4472-7_211

DO - 10.1007/978-981-19-4472-7_211

M3 - Conference contribution/Paper

SN - 9789811944710

T3 - IASDR: Congress of the International Association of Societies of Design Research

SP - 3268

EP - 3283

BT - [ ] With Design: Reinventing Design Modes

A2 - Bruyns, Gerhard

A2 - Wei, Huaxin

PB - Springer

CY - Singapore

T2 - IASDR 2021

Y2 - 5 December 2021 through 9 December 2021

ER -