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Conferences > CLEO_QELS > 2021 > AW3E > AW3E.3

Single-Pixel Image Classification via Nonlinear Optics and Deep Neural Network

Santosh Kumar, Ting Bu, He Zhang, Irwin Huang, and Yu-Ping Huang

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Abstract

We propose and experimentally demonstrate a hybrid system which utilizes a nonlinear mode-selective optical method to extract the features with single-pixel detection and subsequently recognize the high-resolution images from a deep neural network.

© 2021 The Author(s)

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