20162020

Research output per year

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Personal profile

Personal Statement

I am currently a PhD student in the field of image processing with a focus on the design of efficient hyperspectral image analysis algorithms.

I completed my BEng at the University of Strathclyde and during my undergraduate studies I developed an interest and understanding of digital signal processing, in particular in the fields of digital image and video processing and computer vision. I was able to apply my knowledge during multiple relevant research internships within the university which ultimately led me to commence my PhD upon my graduation.

 

 

 

Education/Academic qualification

Bachelor of Engineering, University Of Strathclyde

Sep 2013Jun 2017

Keywords

  • Hyperspectral Imaging
  • Machine Learning
  • Image Compression
  • Mathematical Morphology

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Projects

Research Output

  • 1 Conference contribution book
  • 1 Paper
  • 1 Article
  • 1 Conference Contribution

Low-cost hyper-spectral imaging system using a linear variable bandpass filter for agritech applications

Song, S., Gibson, D., Ahmadzadeh, S., On Chu, H., Warden, B., Overend, R., Macfarlane, F., Murray, P., Marshall, S., Aitkenhead, M., Bienkowski, D. & Allison, R., 10 Feb 2020, In : Applied Optics. 59, 5, p. A167-A175 9 p.

Research output: Contribution to journalArticle

  • Object detection and classification in aerial hyperspectral imagery using a multivariate hit-or-miss transform

    Macfarlane, F., Murray, P., Marshall, S. & White, H., 14 May 2019, In : Proceedings of SPIE. 10986, 11 p., 1098619.

    Research output: Contribution to journalConference Contribution

    Open Access
    File
  • 39 Downloads (Pure)

    Datasets

    Hyperspectral Crop Camera Dataset

    Macfarlane, F. (Creator), Murray, P. (Creator) & Marshall, S. (Creator), University of Strathclyde, 5 Jul 2018

    Dataset

    Prizes

    BAE Systems Best ICASE Award Winner 2018

    Macfarlane, Fraser (Recipient), 25 Jun 2018

    Prize: Prize (including medals and awards)