Search Results for author: Maria Magnusson

Found 3 papers, 2 papers with code

DiffSF: Diffusion Models for Scene Flow Estimation

1 code implementation • 8 Mar 2024 • Yushan Zhang, Bastian Wandt, Maria Magnusson, Michael Felsberg

Aiming at improving accuracy while additionally providing an estimate for uncertainty, we propose DiffSF that combines transformer-based scene flow estimation with denoising diffusion models.

Denoising Scene Flow Estimation +1

Paper
Code

GMSF: Global Matching Scene Flow

1 code implementation • NeurIPS 2023 • Yushan Zhang, Johan Edstedt, Bastian Wandt, Per-Erik Forssén, Maria Magnusson, Michael Felsberg

We tackle the task of scene flow estimation from point clouds.

Scene Flow Estimation

Paper
Code

Flow-guided Semi-supervised Video Object Segmentation

no code implementations • 25 Jan 2023 • Yushan Zhang, Andreas Robinson, Maria Magnusson, Michael Felsberg

A model to extract the combined information from optical flow and the image is proposed, which is then used as input to the target model and the decoder network.

Decoder Object +6

Paper
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