Search Results for author: Bart E. Pieters

Found 3 papers, 0 papers with code

Application of the Singular Spectrum Analysis on electroluminescence images of thin-film photovoltaic modules

no code implementations9 Sep 2021 Evgenii Sovetkin, Bart E. Pieters

This paper discusses an application of the singular spectrum analysis method (SSA) in the context of electroluminescence (EL) images of thin-film photovoltaic (PV) modules.

Cross-Validation and Uncertainty Determination for Randomized Neural Networks with Applications to Mobile Sensors

no code implementations6 Jan 2021 Ansgar Steland, Bart E. Pieters

Results are discussed about supervised learning with such networks and regression methods in terms of consistency and bounds for the generalization and prediction error.

Encoder-decoder semantic segmentation models for electroluminescence images of thin-film photovoltaic modules

no code implementations15 Oct 2020 Evgenii Sovetkin, Elbert Jan Achterberg, Thomas Weber, Bart E. Pieters

We consider a series of image segmentation methods based on the deep neural networks in order to perform semantic segmentation of electroluminescence (EL) images of thin-film modules.

Decoder Image Segmentation +2

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