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      Novel Paradigm of Cameraless Photography: Methodology of AI-generated photographs

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      proceedings-article
      Proceedings of EVA London 2021 (EVA 2021)
      AI and the Arts: Artificial Imagination
      5th July – 9th July 2021
      Generative adversarial networks, Machine learning, AI, Cameraless photography, Rhizome
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            Abstract

            After the modernist period of chemigram cameraless practices, photography in the digital and post-photography moment raised some methods such as found, altered, distorted, which are called appropriation. These approaches are connected and progressively affected by experimental photography, which is also called hybrid practices using analog and digital mediums. These neo-avant-garde moments are now becoming more cameraless and not witnessed by light but codes. Currently, further AI-generated photography and its background machine learning system GANs (Generative Adversarial Networks), StyleGAN and StyleGan2 create real portraits. The main issue to be addressed here is how to read these photographs, which are more analogous to reality than ever before. In this study, Deleuze’s rhizomatic approach will be considered to examine the issue. The rhizomatic philosophical concept has no centre, which loses a point/channel of desire (deterritorialization) only to start along a new path like a rhizome’s spread (reterritorialization). Never-ending stream of images by GANs has a very similar structure with the body without organs/images flow and the organization, but with consistency. This process of interconnectedness and extinction shows that each portrait created is linked in a rhizomatic way. Some questions will also be reconsidered in this context: Could we still mention photography, or are these just images? In both situations, what are their specificity and structure? How could it be studied with a novel methodology and paradigm?

            Content

            Author and article information

            Contributors
            Conference
            July 2021
            July 2021
            : 207-213
            Affiliations
            [0001]Middle East Technical University

            Department of Music and Fine Arts, 06800, Ankara, Turkey
            Article
            10.14236/ewic/EVA2021.35
            27c7f1e2-170b-441c-9b65-7f5717bc9c2f
            © Yavuz. Published by BCS Learning & Development Ltd. Proceedings of EVA London 2021, UK

            This work is licensed under a Creative Commons Attribution 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

            Proceedings of EVA London 2021
            EVA 2021
            London
            5th July – 9th July 2021
            Electronic Workshops in Computing (eWiC)
            AI and the Arts: Artificial Imagination
            History
            Product

            1477-9358 BCS Learning & Development

            Self URI (article page): https://www.scienceopen.com/hosted-document?doi=10.14236/ewic/EVA2021.35
            Self URI (journal page): https://ewic.bcs.org/
            Categories
            Electronic Workshops in Computing

            Applied computer science,Computer science,Security & Cryptology,Graphics & Multimedia design,General computer science,Human-computer-interaction
            Generative adversarial networks,Cameraless photography,Machine learning,Rhizome,AI

            REFERENCES

            1. . (2015) Deleuze and Guattari’s A Thousand Plateaus: A Critical Introduction and Guide. Edinburgh University Press, Edinburgh.

            2. . (2012) Shadow Catchers: Cameraless Photography. Perseus Distribution Services, London.

            3. , (1977) [1967] ‘Death of the Author,’ Image, Music and Text, transl. . Hill & Wang, New York.

            4. . (1981). Camera lucida: Reflections on photography (1st American ed.). Hill and Wang.

            5. , (1994) Simulacra and Simulation, (trans.), University of Michigan Press, Ann Arbor.

            6. . (2001) “Carnal Knowledge.” Art Journal 60:1, 21-23. Print.

            7. . (2016) Emanations: the art of the cameraless photograph. DelMonico Books, Munich London New York.

            8. . (1982) Chemigram: A New Approach to Lensless Photography. Leonardo, 15(4), 262-268. [Cross Ref].

            9. . (1992). Techniques of the observer : on vision and modernity in the nineteenth century. MIT Press, Cambridge [Mass.]

            10. and . (1980). A Thousand Plateaus. Trans. . London and New York: Continuum, 2004. Vol. 2 of Capitalism and Schizophrenia. 2 vols. 1972-1980. Trans. of Mille Plateaux. Les Editions de Minuit, Paris.

            11. . (1977) "What Is an Author" Language, Counter-Memory, Practice: Selected Essays and Interviews. Ed. . Cornell University Press, Ithaca, NY, 113-38.

            12. . (2011) "Nietzsche, Soybilim, Tarih", içinde Felsefe Sahnesi, çev. Işık Ergüden, Ayrıntı Yayınları, İstanbul.

            13. ; ; ; ; ; ; ; (2014). Generative Adversarial Networks (PDF). Proceedings of the International Conference on Neural Information Processing Systems (NIPS 2014). pp. 2672–2680.

            14. (2005) ‘Concrete Photography’ In: , , and (ed.) Concrete Photography = Konkrete Fotografie. Bielefeld: Kerber Verlag. pp.16-26.

            15. , , & (2019). A style-based generator architecture for generative adversarial networks. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 4401-4410).

            16. , , , , , & (2020). Analyzing and improving the image quality of stylegan. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 8110-8119).

            17. . (1977) Notes on the Index: Seventies Art in America. October 3, pp. 68-81.

            18. (2005) ‘A Small History of Concrete Photography’ In: , , and (ed.) Concrete Photography = Konkrete Fotografie. Bielefeld: Kerber Verla

            19. , , , , , , & (2019). Object-driven text-to-image synthesis via adversarial training. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 12174-12182).

            20. , 1984 [1979], The Postmodern Condition: A Report on Knowledge, and (trans.), University of Minnesota Press, Minneapolis.

            21. . (2019) The Political Twitterspace in India. Springer, Switzerland.

            22. and . (2014) The Photobook: A History, volume I. Phaidon Press Limited, London.

            23. , , , & (2019). Mirrorgan: Learning text-to-image generation by redescription. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 1505-1514).

            24. , , & (2019). Singan: Learning a generative model from a single natural image. In Proceedings of the IEEE/CVF International Conference on Computer Vision (pp. 4570-4580).

            25. . (2011) HackelBury fine art – Pierre Cordier. Available at: http://www.hackelbury.co.uk/artists/cordier/cordier.html (Accessed: 20 October 2016). (Cited from , Camera-Less Photography: Can It Be Considered Photography?, University for the Creative Arts, BA (Hons) Photography Thesis, UK.

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