6 citations · 11 across the 2 of their papers we have counts for
2 papers
cs.CV2023★ 5 cited
Transfer Learning for Microstructure Segmentation with CS-UNet: A Hybrid Algorithm with Transformer and CNN Encoders
Khaled Alrfou, Tian Zhao, Amir Kordijazi
Transfer learning improves the performance of deep learning models by initializing them with parameters pre-trained on larger datasets. Intuitively, transfer learning is more effec…
cond-mat.mtrl-sci2022★ 6 cited
Computer Vision Methods for the Microstructural Analysis of Materials: The State-of-the-art and Future Perspectives
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. Historically, mic…