Search Results for author: Poulami Somanya Ganguly

Found 2 papers, 1 papers with code

SparseAlign: A Super-Resolution Algorithm for Automatic Marker Localization and Deformation Estimation in Cryo-Electron Tomography

no code implementations • 21 Jan 2022 • Poulami Somanya Ganguly, Felix Lucka, Holger Kohr, Erik Franken, Hermen Jan Hupkes, K Joost Batenburg

The state-of-the-art approach for deformation estimation uses (semi-)manually labelled marker locations in projection data to fit the parameters of a polynomial deformation model.

Electron Tomography Super-Resolution

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Parallel-beam X-ray CT datasets of apples with internal defects and label balancing for machine learning

1 code implementation • 24 Dec 2020 • Sophia Bethany Coban, Vladyslav Andriiashen, Poulami Somanya Ganguly, Maureen van Eijnatten, Kees Joost Batenburg

Therefore the datasets can be used for image reconstruction, segmentation, automatic defect detection, and testing the effects of (as well as applying new methodologies for removing) label bias in machine learning.

Defect Detection Image Reconstruction

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