1.9k citations · 3.4k across the 41 of their papers we have counts for
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Mesoscopic photogrammetry with an unstabilized phone camera
Kevin C. Zhou, Colin Cooke, Jaehee Park +4
We present a feature-free photogrammetric technique that enables quantitative 3D mesoscopic (mm-scale height variation) imaging with tens-of-micron accuracy from sequences of image…
Deep image prior for undersampling high-speed photoacoustic microscopy
Tri Vu, Anthony DiSpirito, Daiwei Li +10
Photoacoustic microscopy (PAM) is an emerging imaging method combining light and sound. However, limited by the laser's repetition rate, state-of-the-art high-speed PAM technology…
Multi-element microscope optimization by a learned sensing network with composite physical layers
Kanghyun Kim, Pavan Chandra Konda, Colin L. Cooke +2
Standard microscopes offer a variety of settings to help improve the visibility of different specimens to the end microscope user. Increasingly, however, digital microscopes are us…
Reconstructing undersampled photoacoustic microscopy images using deep learning
Anthony DiSpirito, Daiwei Li, Tri Vu +5
One primary technical challenge in photoacoustic microscopy (PAM) is the necessary compromise between spatial resolution and imaging speed. In this study, we propose a novel applic…
Physics-enhanced machine learning for virtual fluorescence microscopy
Colin L. Cooke, Fanjie Kong, Amey Chaware +7
This paper introduces a new method of data-driven microscope design for virtual fluorescence microscopy. Our results show that by including a model of illumination within the first…