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Mevan Ekanayake
Mevan Ekanayake
Monash Biomedical Imaging | Electrical and Computer Systems Engineering, Monash University
Verified email at monash.edu - Homepage
Title
Cited by
Cited by
Year
Deep learning for image enhancement and correction in magnetic resonance imaging—state-of-the-art and challenges
Z Chen, K Pawar, M Ekanayake, C Pain, S Zhong, GF Egan
Journal of Digital Imaging 36 (1), 204-230, 2023
442023
Graph-based blind hyperspectral unmixing via nonnegative matrix factorization
B Rathnayake, E Ekanayake, K Weerakoon, G Godaliyadda, ...
IEEE Transactions on Geoscience and Remote Sensing 58 (9), 6391-6409, 2020
202020
Convolutional autoencoder for blind hyperspectral image unmixing
Y Ranasinghe, S Herath, K Weerasooriya, M Ekanayake, R Godaliyadda, ...
2020 IEEE 15th International Conference on Industrial and Information …, 2020
182020
A semi-supervised algorithm to map major vegetation zones using satellite hyperspectral data
E Ekanayake, E Ekanayake, A Rathnayake, SSP Vithana, H Herath, ...
2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2018
162018
Constrained nonnegative matrix factorization for blind hyperspectral unmixing incorporating endmember independence
E Ekanayake, H Weerasooriya, DYL Ranasinghe, S Herath, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
142021
Mapping ilmenite deposit in Pulmudai, Sri Lanka using a hyperspectral imaging-based surface mineral mapping method
E Ekanayake, SSP Vithana, E Ekanayake, A Rathnayake, ...
Journal of the National Science Foundation of Sri Lanka 47 (3), 271-284, 2019
122019
McSTRA: A multi-branch cascaded swin transformer for point spread function-guided robust MRI reconstruction
M Ekanayake, K Pawar, M Harandi, G Egan, Z Chen
Computers in Biology and Medicine 168, 107775, 2024
8*2024
Use of Artificial Intelligence on spatio-temporal data to generate insights during COVID-19 pandemic: A Review
GC Jayatilaka, J Hassan, U Marikkar, R Perera, S Sritharan, ...
medRxiv, 2020
72020
Enhanced hyperspectral unmixing via non-negative matrix factorization incorporating the end member independence
E Ekanayake, B Rathnayake, E Ekanayake, A Rathnayake, H Herath, ...
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
52019
Adaptive hierarchical clustering for hyperspectral image classification: Umbrella clustering
SSP Vithana, E Ekanayake, E Ekanayake, A Rathnayake, GC Jayatilaka, ...
Journal of Spectral Imaging 8, 2019
52019
Hyperspectral imaging based method to identify potential limestone deposits
DYL Ranasinghe, HMS Lakmal, H Weerasooriya, E Ekanayake, ...
2019 14th Conference on Industrial and Information Systems (ICIIS), 135-140, 2019
42019
A Multispectral Image Database of Common Sri Lankan Spices and Adulterants
WGC Bandara, GWK Prabhath, E Ekanayake, H Herath, G Godaliyadda
Mendeley Data 3, 2019
22019
Contrastive Learning MRI Reconstruction
M Ekanayake, Z Chen, G Egan, M Harandi, Z Chen
arXiv preprint arXiv:2306.00530, 2023
12023
PixCUE: Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification
M Ekanayake, K Pawar, G Egan, Z Chen
arXiv preprint arXiv:2303.00111, 2023
12023
COLADA: Contrastive Learning for highly accelerated MR Image Reconstruction
M Ekanayake, Z Chen, K Pawar, GF Egan, MT Harandi, Z Chen
ISMRM & ISMRT Annual Meeting & Exhibition 2023, 0156, 2023
12023
Detecting the Freshness and Class of the Fish using Multispectral Imaging
S Herath, H Weerasooriya, Y Ranasinghe, C Bandara, M Ekanayake, ...
Sri Lanka Technological campus-IRC, 2020
12020
Feature extraction using minor scatter directions of data to distinguish between classes with minute differences of a hyperspectral image
E Ekanayake, WGC Bandara, GWK Prabhath, G Godaliyadda, H Herath, ...
2019 14th Conference on Industrial and Information Systems (ICIIS), 130-134, 2019
12019
Clearer and faster: 5-minute MRI on the horizon
M Ekanayake, K Pawar, M Harandi, G Egan, Z Chen
https://www.monash.edu/news/articles/clearer-and-faster-5-minute-mri-on-the …, 2024
2024
Making MRI faster
M Ekanayake
https://doi.org/10.6084/m9.figshare.20743945.v1, 2022
2022
Use of Artificial Intelligence on spatio-temporal data to generate insights during COVID-19 pandemic: A Review (preprint)
GC Jayatilaka, J Hassan, U Marikkar, R Perera, S Sritharan, ...
2020
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