Kithmini Herath

About Kithmini Herath

Kithmini Herath, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at University of Moratuwa, specializes in the field of Machine Learning, Biological Imaging, Computational Biology.

His recent articles reflect a diverse array of research interests and contributions to the field:

All-optical phase retrieval microscope designed using differentiable microscopy

Sparse optical neural architectures for quantitative phase imaging

Towards ultrafast quantitative phase imaging via differentiable microscopy

From hours to seconds: towards 100x faster quantitative phase imaging via differentiable microscopy (Conference Presentation)

Towards fabricating visible wavelength d2nns through multi-level quantization for quantitative phase imaging (conference presentation)

Deep optical coding design in computational imaging: a data-driven framework

Differentiable Microscopy Designs an All Optical Phase Retrieval Microscope

MyoSpring: 3D printing mechanomyographic sensors for subtle finger gesture recognition

Kithmini Herath Information

University

Position

___

Citations(all)

38

Citations(since 2020)

37

Cited By

0

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

1

i10Index(since 2020)

1

Email

University Profile Page

Google Scholar

Kithmini Herath Skills & Research Interests

Machine Learning

Biological Imaging

Computational Biology

Top articles of Kithmini Herath

All-optical phase retrieval microscope designed using differentiable microscopy

2024/3/13

Sparse optical neural architectures for quantitative phase imaging

2024/3/13

Kithmini Herath
Kithmini Herath

H-Index: 0

Towards ultrafast quantitative phase imaging via differentiable microscopy

Biomedical Optics Express

2024/3/1

From hours to seconds: towards 100x faster quantitative phase imaging via differentiable microscopy (Conference Presentation)

2023/3/16

Towards fabricating visible wavelength d2nns through multi-level quantization for quantitative phase imaging (conference presentation)

2023/3/16

Deep optical coding design in computational imaging: a data-driven framework

2023/2/27

Differentiable Microscopy Designs an All Optical Phase Retrieval Microscope

2022/3/28

MyoSpring: 3D printing mechanomyographic sensors for subtle finger gesture recognition

2022/2/13

Kithmini Herath
Kithmini Herath

H-Index: 0

A novel transfer learning-based approach for screening pre-existing heart diseases using synchronized ecg signals and heart sounds

2021/5/22

See List of Professors in Kithmini Herath University(University of Moratuwa)

Co-Authors

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