art; deepfake; neural style transfer; Art; Art installation; Creatives; Deepfake; Neural style transfer; Social robotics; Transfer technologies; Artificial Intelligence
Abstract :
[en] Art installation 'Mirror, Mirror' is a result of a creative collaboration between an artist and an engineer. The aim of this project is to transform a person's image and background in order to prompt them to examine their version of self and the surrounding reality and make them aware of the developments in the field of social robotics and Artificial Intelligence.
FATHI, Fatima Zahra ; University of Luxembourg > Faculty of Science, Technology and Medicine > Department of Computer Science > Team Leon VAN DER TORRE
NOUZRI, Sana ; University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Computer Science (DCS)
External co-authors :
no
Language :
English
Title :
Art Installation "Mirror, Mirror" Featuring Deepfake and Neural Style Transfer Technologies
Publication date :
09 January 2023
Event name :
Social Robots in Social Institutions
Event place :
Helsinki, Fin
Event date :
16-08-2022 => 19-08-2022
By request :
Yes
Main work title :
Social Robots in Social Institutions - Proceedings of Robophilosophy 2022
Gamillo E. New A.I. Tool Makes Historic Photos move, Blink and smile. Retrieved December 6, 2021, from https://www.smithsonianmag.com/smart-news/ai-program-deep-nostalgia-revives-old-portraits-180977173/
Hui J. GAN — What is Generative Adversarial Networks GAN? Retrieved December 6, 2021, from https://jonathan-hui.medium.com/gan-whats-generative-adversarial-networks -and-its-application-f39ed278ef09
Zakharov E, Shysheya A, Burkov E, Lempitsky V. Few-Shot Adversarial Learning of Realistic Neural Talking Head Models. 2019. arXiv:1905.08233 [preprint].
Hyeongwoo K, Garrido P, Tewari A, Weipeng X, Thies T, Nießner M, Perez P, Richardt C, Zollhofer M, Theobalt C. Deep Video portraits. 2018. arXiv:1805.11714 [preprint].
Nguyen T, Nguyen C, Nguyen D, Nahavandi S. Deep Learning for Deepfakes Creation and Detection. 2019. arXiv:1909.11573v1 [preprint].
Siarohin A, Lathuilière S, Tulyakov S, Ricci E, Sebe N. First Order Motion model for Image Animation. NeurIPS. 2019.
Gatys L, Ecker A, Bethge M. A Neural Algorithm of Artistic Style. 2015. arXiv:1508.06576 [preprint].
Gatys L, Ecker A, Bethge M. Image style transfer using Convolutional Neural Networks. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, pp. 2414-2423, doi: http://dx.doi.org/10.1109/CVPR.2016.265.
Can machines create art? (n.d.). Retrieved December 6, 2021, from https://www.iberdrola.com/culture/ computational-creativity-robot-art
Segovia KY, Bailenson JN. Virtually true: children’s acquisition of false memories in virtual reality. Media Psychology 2009; 12:371–393.
Fox J, Bailenson JN. Virtual self-modeling: the effects of vicarious reinforcement and identification on exercise behaviors. Media Psychology 2009; 12:1–25.