Abstract
In this paper, we will be introducing an art installation titled “The Museum of Dreams,”—which is an interactive system incorporating AI and machine learning techniques to create a “dreaming” experience for the participant and the audience. It’s a screen-based installation connected to a webcam placed on top of the screen and facing towards the participants. When the participants approach the installation, the system will read their movement and then translate the data, synchronize and generate images with varying shapes with vivid colors and smooth gradients in real-time.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Google AI Blog: Inceptionism: Going Deeper into Neural Networks. https://ai.googleblog.com/2015/06/inceptionism-going-deeper-into-neural.html, Accessed 01 Feb 2021
Kendall, A., Grimes, M., Cipolla, R.: Posenet: a convolutional network for real-time 6-dof camera relocalization. In: Proceedings of the IEEE International Conference on Computer Vision, pp. 2938–2946 (2015)
Sanakoyeu, A., Kotovenko, D., Lang, S., Ommer, B.: A style-aware content loss for real-time HD style transfer. In: Ferrari, V., Hebert, M., Sminchisescu, C., Weiss, Y. (eds.) ECCV 2018. LNCS, vol. 11212, pp. 715–731. Springer, Cham (2018). https://doi.org/10.1007/978-3-030-01237-3_43
Processing Homepage. https://Processing.org/, Accessed 01 Feb 2021
Runway AI, Inc. Homepage. https://runwayml.com/, Accessed 01 Feb 2021
Goodfellow, I.J., et al.: Generative adversarial networks (2014). arXiv preprint arXiv:1406.2661
Karras, T., Laine, S., Aila, T.: A style-based generator architecture for generative adversari-al networks. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 4401–4410 (2019)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 Springer Nature Switzerland AG
About this paper
Cite this paper
Li, J.Z., Le Zhou, A. (2021). The Museum of Dreams: Exploring a “Dreaming” Visual Experience via Machine Vision and Visual Synthesis. In: Rau, PL.P. (eds) Cross-Cultural Design. Applications in Arts, Learning, Well-being, and Social Development. HCII 2021. Lecture Notes in Computer Science(), vol 12772. Springer, Cham. https://doi.org/10.1007/978-3-030-77077-8_3
Download citation
DOI: https://doi.org/10.1007/978-3-030-77077-8_3
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-77076-1
Online ISBN: 978-3-030-77077-8
eBook Packages: Computer ScienceComputer Science (R0)