Mevan Ekanayake

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Magnetic Resonance Imaging

Pixel Classification

Image Reconstruction

Sparsely Sampled

Top Venues

Comput. Biol. Medicine

J. Digit. Imaging

Publications

Mevan Ekanayake, Kamlesh Pawar, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen
McSTRA: A multi-branch cascaded swin transformer for point spread function-guided robust MRI reconstruction. Comput. Biol. Medicine 168 (2024)
Mevan Ekanayake, Kamlesh Pawar, Gary F. Egan, Zhaolin Chen
PixCUE - Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification. CoRR (2023)
Zhaolin Chen, Kamlesh Pawar, Mevan Ekanayake, Cameron Pain, Shenjun Zhong, Gary F. Egan
Deep Learning for Image Enhancement and Correction in Magnetic Resonance Imaging - State-of-the-Art and Challenges. J. Digit. Imaging 36 (1) (2023)
Mevan Ekanayake, Zhifeng Chen, Gary F. Egan, Mehrtash Harandi, Zhaolin Chen
Contrastive Learning MRI Reconstruction. CoRR (2023)
Mevan Ekanayake, Kamlesh Pawar, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen
Multi-head Cascaded Swin Transformers with Attention to k-space Sampling Pattern for Accelerated MRI Reconstruction. CoRR (2022)
Yasiru Ranasinghe, Sanjaya Herath, Kavinga Weerasooriya, Mevan Ekanayake, Roshan Godaliyadda, Parakrama Ekanayake, Vijitha R. Herath
Convolutional Autoencoder for Blind Hyperspectral Image Unmixing. CoRR (2020)
Yasiru Ranasinghe, Sanjaya Herath, Kavinga Weerasooriya, Mevan Ekanayake, Roshan Godaliyadda, Parakrama Ekanayake, Vijitha R. Herath
Convolutional Autoencoder for Blind Hyperspectral Image Unmixing. ICIIS (2020)