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.}, }