Publications

2022

Deep Optical Coding Design in Computational Imaging.
Henry Arguello, Jorge Bacca, Hasindu Kariyawasam, Edwin Vargas, Miguel Marquez, Ramith Hettiarachchi, Hans Garcia, Kithmini Herath, Udith Haputhanthri, Balpreet S. Ahluwalia, Peter So, Dushan N. Wadduwage, Chamira U. S. Edussooriya. To appear in IEEE Signal Processing Magazine Special Issue on Physics-Driven Machine Learning for Computational Imaging Jan 2023.

Differentiable Microscopy Designs an All Optical Quantitative Phase Microscope.
Kithmini Herath, Udith Haputhanthri, Ramith Hettiarachchi, Hasindu Kariyawasam, Raja N. Ahmad, Azeem Ahmad, Balpreet S. Ahluwalia, Chamira U. S. Edussooriya, Dushan Wadduwage. arXiv, 2022.

From Hours to Seconds: Towards 100x Faster Quantitative Phase Imaging via Differentiable Microscopy
Udith Haputhanthri, Kithmini Herath, Ramith Hettiarachchi, Hasindu Kariyawasam, Azeem Ahmad, Balpreet S. Ahluwalia, Chamira U. S. Edussooriya, Dushan N. Wadduwage. arXiv, 2022.

MyoSpring: 3D Printing Mechanomyographic Sensors for Subtle Finger Gesture Recognition
Stephen Shiao-ru Lin, Nisal M. Gamage, Kithmini Herath, Anusha Withana. Sixteenth International Conference on Tangible, Embedded, and Embodied Interaction (TEI), 2022.

2021

A Novel Transfer Learning-Based Approach for Screening Pre-existing Heart Diseases Using Synchronized ECG Signals and Heart Sounds
Ramith Hettiarachchi, Udith Haputhanthri, Kithmini Herath, Hasindu Kariyawasam, Shehan Munasinghe, Kithmin Wickramasinghe, Duminda Samarasinghe, Anjula De Silva, Chamira U. S. Edussooriya. IEEE International Symposium on Circuits and Systems (ISCAS), 2021.