Image Restoration Using Optoelectronic Coherent Ising Machine

Nickson Mwamsojo; Frederic Lehmann; Kamel Merghem; Ghalid Abib; Yann Frignac; Badr Eddine Benkelfat

Image Restoration Using Optoelectronic Coherent Ising Machine

Nickson Mwamsojo
, Frederic Lehmann
, Kamel Merghem
, Ghalid Abib
, Yann Frignac
, Badr Eddine Benkelfat

Huawei Technologies France

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

We propose an optoelectronic Coherent Ising Machine implemented using off-the-shelf optical telecommunications devices for image denoising for the first time. Our hardware implementation yields clean images with a pixel error rate of 3%.

Original language	English
Title of host publication	2023 Conference on Lasers and Electro-Optics, CLEO 2023
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781957171258
Publication status	Published - 1 Jan 2023
Event	2023 Conference on Lasers and Electro-Optics, CLEO 2023 - San Jose, United States Duration: 7 May 2023 → 12 May 2023

Publication series

Name	2023 Conference on Lasers and Electro-Optics, CLEO 2023

Conference

Conference	2023 Conference on Lasers and Electro-Optics, CLEO 2023
Country/Territory	United States
City	San Jose
Period	7/05/23 → 12/05/23

Cite this

@inproceedings{3d0021f3d8004c20ba59f395fd5140aa,

title = "Image Restoration Using Optoelectronic Coherent Ising Machine",

abstract = "We propose an optoelectronic Coherent Ising Machine implemented using off-the-shelf optical telecommunications devices for image denoising for the first time. Our hardware implementation yields clean images with a pixel error rate of 3\%.",

author = "Nickson Mwamsojo and Frederic Lehmann and Kamel Merghem and Ghalid Abib and Yann Frignac and Benkelfat, \{Badr Eddine\}",

note = "Publisher Copyright: {\textcopyright} 2023 The Author(s); 2023 Conference on Lasers and Electro-Optics, CLEO 2023 ; Conference date: 07-05-2023 Through 12-05-2023",

year = "2023",

month = jan,

day = "1",

language = "English",

series = "2023 Conference on Lasers and Electro-Optics, CLEO 2023",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2023 Conference on Lasers and Electro-Optics, CLEO 2023",

}

Mwamsojo, N, Lehmann, F , Merghem, K , Abib, G, Frignac, Y & Benkelfat, BE 2023, Image Restoration Using Optoelectronic Coherent Ising Machine. in 2023 Conference on Lasers and Electro-Optics, CLEO 2023., STh3F.7, 2023 Conference on Lasers and Electro-Optics, CLEO 2023, Institute of Electrical and Electronics Engineers Inc., 2023 Conference on Lasers and Electro-Optics, CLEO 2023, San Jose, United States, 7/05/23.

Image Restoration Using Optoelectronic Coherent Ising Machine. / Mwamsojo, Nickson; Lehmann, Frederic ; Merghem, Kamel et al.
2023 Conference on Lasers and Electro-Optics, CLEO 2023. Institute of Electrical and Electronics Engineers Inc., 2023. STh3F.7 (2023 Conference on Lasers and Electro-Optics, CLEO 2023).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Image Restoration Using Optoelectronic Coherent Ising Machine

AU - Mwamsojo, Nickson

AU - Lehmann, Frederic

AU - Merghem, Kamel

AU - Abib, Ghalid

AU - Frignac, Yann

AU - Benkelfat, Badr Eddine

PY - 2023/1/1

Y1 - 2023/1/1

N2 - We propose an optoelectronic Coherent Ising Machine implemented using off-the-shelf optical telecommunications devices for image denoising for the first time. Our hardware implementation yields clean images with a pixel error rate of 3%.

AB - We propose an optoelectronic Coherent Ising Machine implemented using off-the-shelf optical telecommunications devices for image denoising for the first time. Our hardware implementation yields clean images with a pixel error rate of 3%.

UR - https://www.scopus.com/pages/publications/85176318242

M3 - Conference contribution

AN - SCOPUS:85176318242

T3 - 2023 Conference on Lasers and Electro-Optics, CLEO 2023

BT - 2023 Conference on Lasers and Electro-Optics, CLEO 2023

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2023 Conference on Lasers and Electro-Optics, CLEO 2023

Y2 - 7 May 2023 through 12 May 2023

ER -

Image Restoration Using Optoelectronic Coherent Ising Machine

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