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Kithmini Herath
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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
21*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
122021
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
82022
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
7*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
12024
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
12023
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
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
2023
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