Search Results for author: Catherine Herold

Found 3 papers, 1 papers with code

XR-MBT: Multi-modal Full Body Tracking for XR through Self-Supervision with Learned Depth Point Cloud Registration

no code implementations27 Nov 2024 Denys Rozumnyi, Nadine Bertsch, Othman Sbai, Filippo Arcadu, Yuhua Chen, Artsiom Sanakoyeu, Manoj Kumar, Catherine Herold, Robin Kips

For the first time, we propose to leverage the available depth sensing signal combined with self-supervision to learn a multi-modal pose estimation model capable of tracking full body motions in real time on XR devices.

Mixed Reality Motion Synthesis +2

fMPI: Fast Novel View Synthesis in the Wild with Layered Scene Representations

no code implementations26 Dec 2023 Jonas Kohler, Nicolas Griffiths Sanchez, Luca Cavalli, Catherine Herold, Albert Pumarola, Alberto Garcia Garcia, Ali Thabet

In this study, we propose two novel input processing paradigms for novel view synthesis (NVS) methods based on layered scene representations that significantly improve their runtime without compromising quality.

Novel View Synthesis

Multimodal deep networks for text and image-based document classification

3 code implementations15 Jul 2019 Nicolas Audebert, Catherine Herold, Kuider Slimani, Cédric Vidal

Classification of document images is a critical step for archival of old manuscripts, online subscription and administrative procedures.

Classification Document Classification +4

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