Machine Learning Assisted Identification of People Hidden Behind a Corner

Piergiorgio Caramazza, Alessandro Boccolini, Gabriella Musarra, Matthias Hullin, Roderick Murray-Smith und Daniele Faccio
In proceedings of Imaging and Applied Optics 2017 (3D, AIO, COSI, IS, MATH, pcAOP), pages CTu4B.3, Optical Society of America, 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.

Stichwörter: Imaging ultrafast phenomena, neural networks

Bibtex

@INPROCEEDINGS{Caramazza:17,
     author = {Caramazza, Piergiorgio and Boccolini, Alessandro and Musarra, Gabriella and Hullin, Matthias and
               Murray-Smith, Roderick and Faccio, Daniele},
      pages = {CTu4B.3},
      title = {Machine Learning Assisted Identification of People Hidden Behind a Corner},
    journal = {Imaging and Applied Optics 2017 (3D, AIO, COSI, IS, MATH, pcAOP)},
  booktitle = {Imaging and Applied Optics 2017 (3D, AIO, COSI, IS, MATH, pcAOP)},
       year = {2017},
  publisher = {Optical Society of America},
   keywords = {Imaging ultrafast phenomena, neural networks},
   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.},
        url = {http://www.osapublishing.org/abstract.cfm?URI=COSI-2017-CTu4B.3},
        doi = {10.1364/cosi.2017.ctu4b.3}
}