Search Results for author: Jon Yngve Hardeberg

Found 4 papers, 3 papers with code

Craquelure as a Graph: Application of Image Processing and Graph Neural Networks to the Description of Fracture Patterns

1 code implementation13 May 2019 Oleksii Sidorov, Jon Yngve Hardeberg

We illustrate benefits from the graph representation and statistical features individually using novel Graph Neural Network and hand-crafted descriptors correspondingly.

Deep Hyperspectral Prior: Denoising, Inpainting, Super-Resolution

1 code implementation1 Feb 2019 Oleksii Sidorov, Jon Yngve Hardeberg

Deep learning algorithms have demonstrated state-of-the-art performance in various tasks of image restoration.

Denoising Image Restoration +1

A bag-to-class divergence approach to multiple-instance learning

1 code implementation7 Mar 2018 Kajsa Møllersen, Jon Yngve Hardeberg, Fred Godtliebsen

A different viewpoint is that the instances are realisations of random vectors with corresponding probability distribution, and that a bag is the distribution, not the realisations.

General Classification Multiple Instance Learning

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