Mevan Ekanayake

According to our database, Mevan Ekanayake authored at least 10 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

CL-MRI: Self-Supervised contrastive learning to improve the accuracy of undersampled MRI reconstruction.

Mevan Ekanayake, Zhifeng Chen, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen

Biomed. Signal Process. Control., 2025

SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution.

Mevan Ekanayake, Zhifeng Chen, Gary F. Egan, Mehrtash Harandi, Zhaolin Chen

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

McSTRA: A multi-branch cascaded swin transformer for point spread function-guided robust MRI reconstruction.

Mevan Ekanayake, Kamlesh Pawar, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen

Comput. Biol. Medicine, January, 2024

Improving Deep Learning MRI Reconstruction with Contrastive Learning Pretraining.

Mevan Ekanayake, Zhifeng Chen, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Deep Learning for Image Enhancement and Correction in Magnetic Resonance Imaging - State-of-the-Art and Challenges.

Zhaolin Chen, Kamlesh Pawar, Mevan Ekanayake, Cameron Dennis Pain, Shenjun Zhong, Gary F. Egan

J. Digit. Imaging, February, 2023

Contrastive Learning MRI Reconstruction.

Mevan Ekanayake, Zhifeng Chen, Gary F. Egan, Mehrtash Harandi, Zhaolin Chen

CoRR, 2023

PixCUE: Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification.

Mevan Ekanayake, Kamlesh Pawar, Gary F. Egan, Zhaolin Chen

CoRR, 2023

2022

Hyperspectral data for KbSNMF.

Mevan Ekanayake

Dataset, May, 2022

Multi-head Cascaded Swin Transformers with Attention to k-space Sampling Pattern for Accelerated MRI Reconstruction.

Mevan Ekanayake, Kamlesh Pawar, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen

CoRR, 2022

2020

Convolutional Autoencoder for Blind Hyperspectral Image Unmixing.

Yasiru Ranasinghe, Sanjaya Herath, Kavinga Weerasooriya, Mevan Ekanayake, Roshan Godaliyadda, Parakrama Ekanayake, Vijitha R. Herath

Proceedings of the 15th IEEE International Conference on Industrial and Information Systems, 2020