4 papers
XR-MBT: Multi-modal Full Body Tracking for XR through Self-Supervision with Learned Depth Point Cloud Registration
Denys Rozumnyi, Nadine Bertsch, Othman Sbai +6
Tracking the full body motions of users in XR (AR/VR) devices is a fundamental challenge to bring a sense of authentic social presence. Due to the absence of dedicated leg sensors,…
Impact of base dataset design on few-shot image classification
Othman Sbai, Camille Couprie, Mathieu Aubry
The quality and generality of deep image features is crucially determined by the data they have been trained on, but little is known about this often overlooked effect. In this pap…
Unsupervised Image Decomposition in Vector Layers
Othman Sbai, Camille Couprie, Mathieu Aubry
Deep image generation is becoming a tool to enhance artists and designers creativity potential. In this paper, we aim at making the generation process more structured and easier to…
DeSIGN: Design Inspiration from Generative Networks
Othman Sbai, Mohamed Elhoseiny, Antoine Bordes +2
Can an algorithm create original and compelling fashion designs to serve as an inspirational assistant? To help answer this question, we design and investigate different image gene…