Machine Learning Assisted Identification of People Hidden Behind a Corner
Piergiorgio Caramazza, Alessandro Boccolini, Gabriella Musarra, Matthias Hullin, Roderick Murray-Smith, Daniele Faccio
Computational Optical Sensing and Imaging, 2017.
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.BibTeX Citation
@inproceedings{Caramazza:17,
author = {Piergiorgio Caramazza and Alessandro Boccolini and Gabriella Musarra and Matthias Hullin and Roderick Murray-Smith and Daniele Faccio},
booktitle = {Imaging and Applied Optics 2017 (3D, AIO, COSI, IS, MATH, pcAOP)},
journal = {Imaging and Applied Optics 2017 (3D, AIO, COSI, IS, MATH, pcAOP)},
keywords = {Neural networks; Imaging ultrafast phenomena},
pages = {CTu4B.3},
publisher = {Optical Society of America},
title = {Machine Learning Assisted Identification of People Hidden Behind a Corner},
year = {2017},
url = {http://www.osapublishing.org/abstract.cfm?URI=COSI-2017-CTu4B.3},
doi = {10.1364/COSI.2017.CTu4B.3},
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.},
}