Human Computer Interaction (HCI)/ Human Robot Interaction (HRI)
Investigating how people interact with computers, machines and robots.
Human Computer Interaction is a multidisciplinary research area looking into how people interact with computers, robots and machines in general. At PFN, we are interested in leveraging the power of deep learning to enhance/create interactive experiences (ML for HCI) and conversely use HCI and UX approaches to optimise machine learning processes, involving tedious human labour (HCI for ML).
Here are examples of works we presented and demonstrated at CHI, UIST and ISS:
Publications
Interactive Material Annotation on 3D Scanned Models leveraging Color-Material Correlation
SIGGRAPH Asia 2023 Technical Communications
By : Wataru Kawabe, Taisuke Hashimoto, Fabrice Matulic, Takeo Igarashi, Keita Higuchi
Interactive 3D Annotation of Objects in Moving Videos from Sparse Multi-view Frames
PACMHCI - ISS 2023
By : Kotaro Oomori, Wataru Kawabe, Fabrice Matulic, Takeo Igarashi, Keita Higuchi
Pen+Touch+Midair: Cross-Space Hybrid Bimanual Interaction on Horizontal Surfaces in Virtual Reality
GI 2023
By : Fabrice Matulic, Daniel Vogel
Interactive Generation of Image Variations for Copy-Paste Data Augmentation
CHI 2023 LBW
By : Keita Higuchi, Taiyo Mizuhashi, Fabrice Matulic, Takeo Igarashi