John Halpin

John Halpin

  • Scottish Marine Institute

    PA37 1QA Oban

    United Kingdom

Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus

Research activity per year

Personal profile

Research Interests

I am a marine image analyst leading in this field at SAMS, with over four years’ experience in biological image analysis. I have previously worked at Cancer Research UK’s Beatson Institute developing custom image analysis pipelines, including deep learning methods with CNNs.  I am currently leading the image analysis component of three projects, involving the latest techniques, such as custom deep learning pipelines for the automatic recognition of flora and fauna and photogrammetry/3D modelling.

Prior to working as an image analyst, I completed two Postdocs in advanced Transmission Electron Microscopy, which included developing new energy materials, and a PhD in semiconductor physics.

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 3 - Good Health and Well-being
  • SDG 7 - Affordable and Clean Energy
  • SDG 14 - Life Below Water


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Collaborations from the last five years

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