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Journal of Mathematical Imaging and Vision

Subject Areas: Computer Vision and Pattern Recognition; ; ; ; ; ; ;
Publisher: Springer US - Springer Journals
ISSN: 0924-9907
SJR: 76

Open Access

Journal Article

Regularised Diffusion–Shock Inpainting

Schaefer, Kristina; Weickert, Joachim

2024 Journal of Mathematical Imaging and Vision

doi:10.1007/s10851-024-01175-0

We introduce regularised diffusion–shock (RDS) inpainting as a modification of diffusion–shock inpainting from our SSVM 2023 conference paper. RDS inpainting combines two carefully chosen components: homogeneous diffusion and coherence-enhancing shock filtering. It benefits from the complementary...
LitStream

Journal Article

A Variational Approach for Joint Image Recovery and Feature Extraction Based on Spatially Varying Generalised Gaussian Models

Chouzenoux, Émilie; Corbineau, Marie-Caroline; Pesquet, Jean-Christophe; Scrivanti, Gabriele

2024 Journal of Mathematical Imaging and Vision

doi:10.1007/s10851-024-01184-z

The joint problem of reconstruction/feature extraction is a challenging task in image processing. It consists in performing, in a joint manner, the restoration of an image and the extraction of its features. In this work, we firstly propose a novel non-smooth and non-convex variational...
Open Access

Journal Article

Finding Space-Time Boundaries with Deformable Hypersurfaces

Jensen, Patrick M.; Bærentzen, J. Andreas; Dahl, Anders B.; Dahl, Vedrana A.

2024 Journal of Mathematical Imaging and Vision

doi:10.1007/s10851-024-01185-y

Dynamic 3D imaging is increasingly used to study evolving objects. We address the problem of detecting and tracking simple objects that merge or split in time. Common solutions involve detecting topological changes. Instead, we solve the problem in 4D by exploiting the observation that if objects...

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