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20182022
most citedRobust and Efficient Single-Pixel Image Classificationwith Nonlinear Optics

21 citations · 35 across the 5 of their papers we have counts for

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physics.optics2022

Near-Infrared 3D Imaging with Upconversion Detection

He Zhang, Santosh Kumar, Yong Meng Sua +2

We demonstrate a photon-sensitive, three-dimensional camera by active near-infrared illumination and fast time-of-flight gating. It uses pico-second pump pulses to selectively up-c…

physics.optics20212 cited

Efficient Frequency Doubling with Active Stabilization on Chip

Jia-Yang Chen, Chao Tang, Mingwei Jin +6

Thin-film lithium niobate (TFLN) is superior for integrated nanophotonics due to its outstanding properties in nearly all aspects: strong second-order nonlinearity, fast and effici…

physics.optics202121 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…

physics.optics2020

Large-scale Ising Emulation with Four-Body Interaction and All-to-All Connection

Santosh Kumar, He Zhang, Yu-Ping Huang

We propose and demonstrate a nonlinear optics approach to emulate Ising machines containing up to a million spins and with tailored two and four-body interactions with all-to-all c…

physics.optics2019

Mode Selective Image Upconversion over Turbulence

He Zhang, Santosh Kumar, Yu-Ping Huang

We experimentally study a nonlinear optical approach to selective manipulation and detection of structured images mixed with turbulent noise. Unlike any existing adaptive-optics me…