Adaptive Compressive Sensing for Differentiable Microscopy
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My final-year research project (2022–2023) at the University of Moratuwa investigated adaptive online compressive sensing algorithms for differentiable microscopy, combining ideas from compressive sensing and differentiable optics to reduce the number of measurements needed for microscopy imaging while preserving image quality.
Team
I worked on this with Tharindu Wickremasinghe, Amashi Niwarthana, and Arulmolivarman Thieshanthan, supervised by Dr. Chamira Edussooriya (University of Moratuwa), with Dr. Dushan Wadduwage (Harvard University) and Jathushan Rajasegaran (UC Berkeley) as external supervisors.