Skip to main content
Erschienen in: AI & SOCIETY 4/2021

20.02.2021 | Editorial

Introduction: ways of machine seeing

verfasst von: Mitra Azar, Geoff Cox, Leonardo Impett

Erschienen in: AI & SOCIETY | Ausgabe 4/2021

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Excerpt

How do machines, and, in particular, computational technologies, change the way we see the world? This special issue brings together researchers from a wide range of disciplines to explore the entanglement of machines and their ways of seeing from new critical perspectives. As the title makes clear, we take our point of departure in John Berger’s 1972 BBC documentary series Ways of Seeing, a four-part television series of 30-min films created by Berger and producer Mike Dibb, which had an enormous impact on both popular and academic perspectives on visual culture. Berger’s scripts were adapted into a book of the same name, published by Penguin also in 1972. The book consists of seven numbered essays: four using words and images; and three essays using only images. Seeing is evidently a political act, exemplified in the third episode-chapter, where images of women in early modern European painting (Pol de Limbourg, Cranach the Elder, Jan Gossaert, Tintoretto) and commercial magazines are juxtaposed to demonstrate the ways in which women are rendered as objects of the male gaze. More broadly, Berger emphasised that “the relation between what we see and what we know is never settled”. In this special issue, we explore how these ideas can be understood in the light of technical developments in machine vision and algorithmic learning, and how the relations between what we see and know are further unsettled. …

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Agre PE (1997) Toward a critical technical practice: lessons learned in trying to reform AI. In: Bowker G, Gasser L, Star L, Turner B (eds) Bridging the Great Divide. Social Science, Technical Systems, and Cooperative Work, Erlbaum Agre PE (1997) Toward a critical technical practice: lessons learned in trying to reform AI. In: Bowker G, Gasser L, Star L, Turner B (eds) Bridging the Great Divide. Social Science, Technical Systems, and Cooperative Work, Erlbaum
Zurück zum Zitat Azar M (2019) Pov-data-doubles, the dividual, and the drive to visibility. In: Natasha L (ed) Big data—a new medium? Routledge, London, pp 177–190 Azar M (2019) Pov-data-doubles, the dividual, and the drive to visibility. In: Natasha L (ed) Big data—a new medium? Routledge, London, pp 177–190
Zurück zum Zitat Benjamin W (2008) The work of art in the age of mechanical reproduction. Belknap Press of Harvard University Press, Cambridge Benjamin W (2008) The work of art in the age of mechanical reproduction. Belknap Press of Harvard University Press, Cambridge
Zurück zum Zitat Berger J (1972) Ways of Seeing. BBC and Penguin. Berger J (1972) Ways of Seeing. BBC and Penguin.
Zurück zum Zitat Cox G (2016) Ways of Machine Seeing. Unthinking Photography. unthinking.photography/articles/ways-of-machine-seeing Cox G (2016) Ways of Machine Seeing. Unthinking Photography. unthinking.photography/articles/ways-of-machine-seeing
Zurück zum Zitat Farocki H (2004) Phantom Images. Public 29:12–22 Farocki H (2004) Phantom Images. Public 29:12–22
Zurück zum Zitat Farocki H (1968) Inextinguishable Fire. Film. Farocki H (1968) Inextinguishable Fire. Film.
Zurück zum Zitat Derrida J (1976) Of Grammatology. John Hopkins University Press, Baltimore Derrida J (1976) Of Grammatology. John Hopkins University Press, Baltimore
Zurück zum Zitat Field D (1987) Relations between the statistics of natural images and the response properties of cortical cells. J Opt Soc Am 4(12):2379–2394CrossRef Field D (1987) Relations between the statistics of natural images and the response properties of cortical cells. J Opt Soc Am 4(12):2379–2394CrossRef
Zurück zum Zitat Fuller M, Goriunova O (2019) Bleak Joys: Aesthetics of Ecology and Impossibility. University of Minnesota Press, MinneapolisCrossRef Fuller M, Goriunova O (2019) Bleak Joys: Aesthetics of Ecology and Impossibility. University of Minnesota Press, MinneapolisCrossRef
Zurück zum Zitat Leroi-Gourhan A (1993) Gesture and Speech. MIT Press, Cambridge Leroi-Gourhan A (1993) Gesture and Speech. MIT Press, Cambridge
Zurück zum Zitat Lorenzini D (2015) “What is a regime of Truth?”. Le Foucaldien 1/1. Open Access Journal for Research along Foucauldian Lines. 2015. Lorenzini D (2015) “What is a regime of Truth?”. Le Foucaldien 1/1. Open Access Journal for Research along Foucauldian Lines. 2015.
Zurück zum Zitat Impett L (2018) Artificial intelligence and deep learning: Technical and political challenges. Theory & Struggle 119:82–92CrossRef Impett L (2018) Artificial intelligence and deep learning: Technical and political challenges. Theory & Struggle 119:82–92CrossRef
Zurück zum Zitat Kleinberg J, Mullainathan S, and Raghavan M (2016) Inherent trade-offs in the fair determination of risk scores, arXiv preprint Kleinberg J, Mullainathan S, and Raghavan M (2016) Inherent trade-offs in the fair determination of risk scores, arXiv preprint
Zurück zum Zitat Mackenzie A, Munster A (2019) Platform seeing: image ensembles and their invisualities. Theory Cult Soc 26(5):3–22CrossRef Mackenzie A, Munster A (2019) Platform seeing: image ensembles and their invisualities. Theory Cult Soc 26(5):3–22CrossRef
Zurück zum Zitat Madaio M, Stark L, Wortman Vaughan J, and Wallach H (2020) Co-Designing Checklists to Understand Organizational Challenges and Opportunities around Fairness in AI, 2020 CHI Conference on Human Factors in Computing Systems. Madaio M, Stark L, Wortman Vaughan J, and Wallach H (2020) Co-Designing Checklists to Understand Organizational Challenges and Opportunities around Fairness in AI, 2020 CHI Conference on Human Factors in Computing Systems.
Zurück zum Zitat Marr D (1982) Vision: a computational investigation into the human representation and processing of visual information. MIT Press, Cambridge Marr D (1982) Vision: a computational investigation into the human representation and processing of visual information. MIT Press, Cambridge
Zurück zum Zitat Marr D, Poggio T (1976) From understanding computation to understanding neural circuitry. MIT Technical Report, Cambridge Marr D, Poggio T (1976) From understanding computation to understanding neural circuitry. MIT Technical Report, Cambridge
Zurück zum Zitat Merleau-Ponty M (1964) Phenomenology of perception. Routledge, New York Merleau-Ponty M (1964) Phenomenology of perception. Routledge, New York
Zurück zum Zitat Myers West S, Whittaker M, and Crawford K (2019) Discriminating Systems: Gender, Race and Power in AI, AI Now Institute, New York University, ainowinstitute.org/discriminatingsystems.html Myers West S, Whittaker M, and Crawford K (2019) Discriminating Systems: Gender, Race and Power in AI, AI Now Institute, New York University, ainowinstitute.org/discriminatingsystems.html
Zurück zum Zitat Nietzsche F (2006) On the genealogy of morality. Cambridge University Press, Cambridge Nietzsche F (2006) On the genealogy of morality. Cambridge University Press, Cambridge
Zurück zum Zitat Parkkinen J, Jaaskelainen T (1987) Color representation using statistical pattern recognition. Appl Opt 26(19):4240–4245CrossRef Parkkinen J, Jaaskelainen T (1987) Color representation using statistical pattern recognition. Appl Opt 26(19):4240–4245CrossRef
Zurück zum Zitat Plato (2004) Meno. Focus Publishing, Newburyport, MA Plato (2004) Meno. Focus Publishing, Newburyport, MA
Zurück zum Zitat Stiegler B (1998) Technics and Time I-II-III. Stanford University Press, Stanford Stiegler B (1998) Technics and Time I-II-III. Stanford University Press, Stanford
Zurück zum Zitat Stiegler B (2010) Taking care of youth and the generations. Stanford University Press, Stanford Stiegler B (2010) Taking care of youth and the generations. Stanford University Press, Stanford
Zurück zum Zitat Stiegler B (2013) What Makes Life Worth Living: On Pharmacology. Polity Press, Cambridge Stiegler B (2013) What Makes Life Worth Living: On Pharmacology. Polity Press, Cambridge
Zurück zum Zitat Stiegler B (2015) States of shock: stupidity and knowledge in the 21st century. Polity Press, Cambridge Stiegler B (2015) States of shock: stupidity and knowledge in the 21st century. Polity Press, Cambridge
Zurück zum Zitat Stiegler B (2017) Automatic Society, vol I. Polity Press, Cambridge Stiegler B (2017) Automatic Society, vol I. Polity Press, Cambridge
Zurück zum Zitat Stiegler B (2019) For a neganthropology of automatic society. In: Pringle T, Koch G (eds) Machine. Meson press, Lüneburg Stiegler B (2019) For a neganthropology of automatic society. In: Pringle T, Koch G (eds) Machine. Meson press, Lüneburg
Zurück zum Zitat Srnicek N (2016) Platform Capitalism. Polity, London Srnicek N (2016) Platform Capitalism. Polity, London
Zurück zum Zitat Tsing AL (2015) The Mushroom at the End of the World: On the Possibility of Life in Capitalist Ruins. Princeton University Press, Princeton, NJCrossRef Tsing AL (2015) The Mushroom at the End of the World: On the Possibility of Life in Capitalist Ruins. Princeton University Press, Princeton, NJCrossRef
Zurück zum Zitat Van Winkel C (2005) The Regime of Visibility. NAi, RotterdamMATH Van Winkel C (2005) The Regime of Visibility. NAi, RotterdamMATH
Metadaten
Titel
Introduction: ways of machine seeing
verfasst von
Mitra Azar
Geoff Cox
Leonardo Impett
Publikationsdatum
20.02.2021
Verlag
Springer London
Erschienen in
AI & SOCIETY / Ausgabe 4/2021
Print ISSN: 0951-5666
Elektronische ISSN: 1435-5655
DOI
https://doi.org/10.1007/s00146-020-01124-6

Weitere Artikel der Ausgabe 4/2021

AI & SOCIETY 4/2021 Zur Ausgabe

Original Article

Bio art

Premium Partner