Search Results for author: Maria Magnusson

Found 3 papers, 2 papers with code

DiffSF: Diffusion Models for Scene Flow Estimation

1 code implementation8 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

Flow-guided Semi-supervised Video Object Segmentation

no code implementations25 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.

Object Optical Flow Estimation +5

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