Search Results for author: Mikael Nilsson

Found 4 papers, 1 papers with code

Impacts of Color and Texture Distortions on Earth Observation Data in Deep Learning

no code implementations7 Mar 2024 Martin Willbo, Aleksis Pirinen, John Martinsson, Edvin Listo Zec, Olof Mogren, Mikael Nilsson

In this work we systematically examine model sensitivities with respect to several color- and texture-based distortions on the input EO data during inference, given models that have been trained without such distortions.

Change Detection Earth Observation +1

Multi Target Tracking by Learning from Generalized Graph Differences

1 code implementation19 Aug 2019 Håkan Ardö, Mikael Nilsson

Formulating the multi object tracking problem as a network flow optimization problem is a popular choice.

Multi-Object Tracking

Minimizing the Maximal Rank

no code implementations CVPR 2016 Erik Bylow, Carl Olsson, Fredrik Kahl, Mikael Nilsson

In the latter case, matrices are divided into sub-matrices and the envelope is computed for each sub-block individually.

Denoising

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