6 citations · 17 across the 3 of their papers we have counts for
3 papers
eess.IV2024★ 6 cited
GCtx-UNet: Efficient Network for Medical Image Segmentation
Khaled Alrfou, Tian Zhao
Medical image segmentation is crucial for disease diagnosis and monitoring. Though effective, the current segmentation networks such as UNet struggle with capturing long-range feat…
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…