Deep optical coding design in computational imaging: a data-driven framework H Arguello, J Bacca, H Kariyawasam, E Vargas, M Marquez, ... IEEE Signal Processing Magazine 40 (2), 75-88, 2023 | 30* | 2023 |
A novel transfer learning-based approach for screening pre-existing heart diseases using synchronized ecg signals and heart sounds R Hettiarachchi, U Haputhanthri, K Herath, H Kariyawasam, ... 2021 IEEE international symposium on circuits and systems (ISCAS), 1-5, 2021 | 16 | 2021 |
MyoSpring: 3D printing mechanomyographic sensors for subtle finger gesture recognition SS Lin, NM Gamage, K Herath, A Withana Proceedings of the Sixteenth International Conference on Tangible, Embedded …, 2022 | 10 | 2022 |
Differentiable Microscopy Designs an All Optical Phase Retrieval Microscope K Herath, U Haputhanthri, R Hettiarachchi, H Kariyawasam, RN Ahmad, ... arXiv preprint arXiv:2203.14944, 2022 | 6* | 2022 |
Towards ultrafast quantitative phase imaging via differentiable microscopy U Haputhanthri, K Herath, R Hettiarachchi, H Kariyawasam, A Ahmad, ... Biomedical Optics Express 15 (3), 1798-1812, 2024 | 1 | 2024 |
From hours to seconds: towards 100x faster quantitative phase imaging via differentiable microscopy (Conference Presentation) U Haputhanthri, K Herath, R Hettiarachchi, H Kariyawasam, A Ahmad, ... Quantitative Phase Imaging IX, PC1238909, 2023 | 1* | 2023 |
Towards fabricating visible wavelength d2nns through multi-level quantization for quantitative phase imaging (conference presentation) H Kariyawasam, R Hettiarachchi, Q Yang, U Haputhanthri, K Herath, ... Quantitative Phase Imaging IX, PC123890C, 2023 | 1 | 2023 |
All-optical phase retrieval microscope designed using differentiable microscopy K Herath, U Haputhanthri, R Hettiarachchi, H Kariyawasam, RN Ahmad, ... Computational Optical Imaging and Artificial Intelligence in Biomedical …, 2024 | | 2024 |
Sparse optical neural architectures for quantitative phase imaging H Kariyawasam, K Herath, D Wadduwage, C Edussooriya Quantitative Phase Imaging X, PC128520X, 2024 | | 2024 |