Machine Learning Assisted Identification of People Hidden Behind a Corner

Piergiorgio Caramazza; Alessandro Boccolini; Gabriella Musarra; Matthias Hullin; Roderick Murray-Smith; Daniele Faccio

doi:10.1364/COSI.2017.CTu4B.3

Machine Learning Assisted Identification of People Hidden Behind a Corner

Piergiorgio Caramazza^*
, Alessandro Boccolini
, Gabriella Musarra
, Matthias Hullin
, Roderick Murray-Smith
, Daniele Faccio

^*Corresponding author for this work

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

Abstract

We demonstrate the use of machine learning to classify temporal histograms of the light-echoes backscattered from bodies hidden from view around a corner, captured by a SPAD camera.

Original language	English
Title of host publication	Computational Optical Sensing and Imaging 2017
Publisher	OSA Publishing
ISBN (Electronic)	9781943580293
DOIs	https://doi.org/10.1364/COSI.2017.CTu4B.3
Publication status	Published - 26 Jun 2017
Event	Computational Optical Sensing and Imaging 2017 - San Francisco, United States Duration: 26 Jun 2017 → 29 Jun 2017

Conference

Conference	Computational Optical Sensing and Imaging 2017
Abbreviated title	COSI 2017
Country/Territory	United States
City	San Francisco
Period	26/06/17 → 29/06/17

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Mechanics of Materials

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10.1364/COSI.2017.CTu4B.3

Cite this

@inproceedings{d1baf2d32ade4d61a68f4816f0b894f2,

title = "Machine Learning Assisted Identification of People Hidden Behind a Corner",

abstract = "We demonstrate the use of machine learning to classify temporal histograms of the light-echoes backscattered from bodies hidden from view around a corner, captured by a SPAD camera.",

author = "Piergiorgio Caramazza and Alessandro Boccolini and Gabriella Musarra and Matthias Hullin and Roderick Murray-Smith and Daniele Faccio",

year = "2017",

month = jun,

day = "26",

doi = "10.1364/COSI.2017.CTu4B.3",

language = "English",

booktitle = "Computational Optical Sensing and Imaging 2017",

publisher = "OSA Publishing",

address = "United States",

note = "Computational Optical Sensing and Imaging 2017, COSI 2017 ; Conference date: 26-06-2017 Through 29-06-2017",

}

TY - GEN

T1 - Machine Learning Assisted Identification of People Hidden Behind a Corner

AU - Caramazza, Piergiorgio

AU - Boccolini, Alessandro

AU - Musarra, Gabriella

AU - Hullin, Matthias

AU - Murray-Smith, Roderick

AU - Faccio, Daniele

PY - 2017/6/26

Y1 - 2017/6/26

N2 - We demonstrate the use of machine learning to classify temporal histograms of the light-echoes backscattered from bodies hidden from view around a corner, captured by a SPAD camera.

AB - We demonstrate the use of machine learning to classify temporal histograms of the light-echoes backscattered from bodies hidden from view around a corner, captured by a SPAD camera.

UR - https://www.scopus.com/pages/publications/85026285302

U2 - 10.1364/COSI.2017.CTu4B.3

DO - 10.1364/COSI.2017.CTu4B.3

M3 - Conference contribution

AN - SCOPUS:85026285302

BT - Computational Optical Sensing and Imaging 2017

PB - OSA Publishing

T2 - Computational Optical Sensing and Imaging 2017

Y2 - 26 June 2017 through 29 June 2017

ER -

Machine Learning Assisted Identification of People Hidden Behind a Corner

Abstract

Conference

ASJC Scopus subject areas

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