| 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 | 70 | 2023 |
| 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 | 20 | 2020 |
| 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 | 20 | 2020 |
| 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 | 18 | 2021 |
| 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 | 17* | 2024 |
| 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 | 17 | 2018 |
| 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 | 12 | 2019 |
| 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 | 8 | 2020 |
| 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 | 5 | 2019 |
| 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 | 5 | 2019 |
| 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 | 4 | 2019 |
| CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI Reconstruction M Ekanayake, Z Chen, M Harandi, G Egan, Z Chen arXiv preprint arXiv:2306.00530, 2023 | 2 | 2023 |
| 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 | 2 | 2019 |
| 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 | 1 | 2020 |
| 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 | 1 | 2019 |
| HYPERSPECTRAL IMAGE ANALYSIS FOR FEATURE DETECTION G Godaliyadda, H Herath, MPB Ekanayake, E Ekanayake, E Ekanayake, ... | 1 | 2019 |
| SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution M Ekanayake, Z Chen, G Egan, M Harandi, Z Chen IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025), 2025 | | 2025 |
| Improving Deep Learning MRI Reconstruction with Contrastive Learning Pretraining M Ekanayake, Z Chen, M Harandi, G Egan, Z Chen 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-4, 2024 | | 2024 |
| Clearer and faster: 5-minute MRI on the horizon M Ekanayake, K Pawar, M Harandi, G Egan, Z Chen https://cosmosmagazine.com/health/5-minute-mri-scan-on-the-horizon/, 2024 | | 2024 |
| PixCUE: Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification M Ekanayake, K Pawar, G Egan, Z Chen Journal of Imaging Informatics in Medicine, 2023 | | 2023 |
Vijitha HerathProfessor of Electrical and Electronic Engineering, University of Peradeniya在 eng.pdn.ac.lk 的电子邮件经过验证
