5 citations · 7 across the 3 of their papers we have counts for
3 papers
eess.IV2020★ 5 cited
A needle-based deep-neural-network camera
Ruipeng Guo, Soren Nelson, Rajesh Menon
We experimentally demonstrate a camera whose primary optic is a cannula (diameter=0.22mm and length=12.5mm) that acts a lightpipe transporting light intensity from an object plane…
eess.IV2020
Classification of optics-free images with deep neural networks
Soren Nelson, Rajesh Menon
The thinnest possible camera is achieved by removing all optics, leaving only the image sensor. We train deep neural networks to perform multi-class detection and binary classifica…
eess.IV2020★ 2 cited
Optics-free imaging of complex, non-sparse QR-codes with Deep Neural Networks
Evan Scullion, Soren Nelson, Rajesh Menon
We demonstrate optics-free imaging of complex QR-codes using a bare image sensor and a trained artificial neural network (ANN). The ANN is trained to interpret the raw sensor data…