Automated estimate of fish abundance through the autonomous imaging device GUARD1

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  author =       "Simone Marini and Lorenzo Corgnati and 
                 Carlo Mantovani and Mauro Bastianini and Ennio Ottaviani and 
                 Emanuela Fanelli and Jacopo Aguzzi and Annalisa Griffa and 
                 Pierre-Marie Poulain",
  title =        "Automated estimate of fish abundance through the
                 autonomous imaging device {GUARD1}",
  journal =      "Measurement",
  year =         "2018",
  volume =       "126",
  pages =        "72--75",
  keywords =     "genetic algorithms, genetic programming, Marine
                 monitoring, Imaging device, Argo float, Content-Based
                 Image Recognition, Pelagic fauna",
  ISSN =         "0263-2241",
  DOI =          "doi:10.1016/j.measurement.2018.05.035",
  URL =          "",
  abstract =     "Many technologies have been developed for monitoring
                 the ocean interior. Among them the monitoring
                 approaches based on imaging devices are capable to
                 disclose important data on species behaviour and
                 spatio-temporal variations of richness and evenness. In
                 this context, the Argo programme
                 ( is a valuable
                 instrument for monitoring the deep sea at global scale
                 in space and time. Argo floats equipped with imaging
                 devices are candidate to become a new monitoring tool
                 for studying macro- and mega-fauna in large areas and
                 for extended time periods, potentially providing
                 monitoring results never attained before. This work
                 summarises the results obtained on the automated fish
                 recognition task performed on the images acquired by
                 the GUARD1 imaging device",

Genetic Programming entries for Simone Marini Lorenzo Paolo Corgnati Carlo Mantovani Mauro Bastianini Ennio Ottaviani Emanuela Fanelli Jacopo Aguzzi Annalisa Griffa Pierre-Marie Poulain