21 citations · 21 across the 1 of their papers we have counts for
2 papers
physics.optics2021★ 21 cited
Robust and Efficient Single-Pixel Image Classificationwith Nonlinear Optics
Santosh Kumar, Ting Bu, He Zhang +2
We present a hybrid image classifier by mode-selective image upconversion, single pixel photodetection, and deep learning, aiming at fast processing a large number of pixels. It ut…
physics.optics2020
Single-Pixel Pattern Recognition with Coherent Nonlinear Optics
Ting Bu, Santosh Kumar, He Zhang +2
We propose and experimentally demonstrate a nonlinear-optics approach to pattern recognition with single-pixel imaging and deep neural network. It employs mode selective image up-c…