Search Results for author: Tresa M. Pollock

Found 4 papers, 2 papers with code

Accurate reconstruction of EBSD datasets by a multimodal data approach using an evolutionary algorithm

1 code implementation7 Mar 2019 Marie-Agathe Charpagne, Florian Strub, Tresa M. Pollock

This function is then applied to un-distort the EBSD data, and the phase information is inferred using the data of the segmented speckle.

Correction of Electron Back-scattered Diffraction datasets using an evolutionary algorithm

1 code implementation7 Mar 2019 Florian Strub, Marie-Agathe Charpagne, Tresa M. Pollock

The quality of the reconstruction of the maps is critical to study the spatial distribution of phases and crystallographic orientation relationships between phases, a key interest in materials science.

Q-RBSA: High-Resolution 3D EBSD Map Generation Using An Efficient Quaternion Transformer Network

no code implementations19 Mar 2023 Devendra K. Jangid, Neal R. Brodnik, McLean P. Echlin, Tresa M. Pollock, Samantha H. Daly, B. S. Manjunath

Our framework uses a quaternion residual block self-attention network (QRBSA) to generate high-resolution 3D EBSD maps from sparsely sectioned EBSD maps.

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