Search Results for author: Raheleh Salehi

Found 2 papers, 1 papers with code

A Continual Learning Approach for Cross-Domain White Blood Cell Classification

no code implementations24 Aug 2023 Ario Sadafi, Raheleh Salehi, Armin Gruber, Sayedali Shetab Boushehri, Pascal Giehr, Nassir Navab, Carsten Marr

Here, we propose a rehearsal-based continual learning approach for class incremental and domain incremental scenarios in white blood cell classification.

Classification Continual Learning

Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classification

1 code implementation1 Jul 2022 Raheleh Salehi, Ario Sadafi, Armin Gruber, Peter Lienemann, Nassir Navab, Shadi Albarqouni, Carsten Marr

Here, we propose a cross-domain adapted autoencoder to extract features in an unsupervised manner on three different datasets of single white blood cells scanned from peripheral blood smears.

Image Classification

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