Search Results for author: Khaled Alrfou

Found 2 papers, 1 papers with code

Transfer Learning for Microstructure Segmentation with CS-UNet: A Hybrid Algorithm with Transformer and CNN Encoders

1 code implementation26 Aug 2023 Khaled Alrfou, Tian Zhao, Amir Kordijazi

Our result partially confirms the NASA study that the segmentation performance of out-of-distribution images (taken under different imaging and sample conditions) is significantly improved when pre-training on microscopy images.

Few-Shot Learning Image Segmentation +3

Computer Vision Methods for the Microstructural Analysis of Materials: The State-of-the-art and Future Perspectives

no code implementations29 Jul 2022 Khaled Alrfou, Amir Kordijazi, Tian Zhao

Finding quantitative descriptors representing the microstructural features of a given material is an ongoing research area in the paradigm of Materials-by-Design.

object-detection Object Detection

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