Projects per year
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
Sept 2013 → Jun 2017
Keywords
- Hyperspectral Imaging
- Machine Learning
- Image Compression
- Mathematical Morphology
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Collaborations and top research areas from the last five years
Projects
- 2 Finished
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Industrial CASE Account - University of Strathclyde 2017 | Macfarlane, Fraser
Murray, P., Marshall, S. & Macfarlane, F.
EPSRC (Engineering and Physical Sciences Research Council)
1/10/17 → 1/10/21
Project: Research Studentship Case - Internally allocated
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Robust object detection in colour images using a multivariate percentage occupancy hit-or-miss transform
Macfarlane, F., Murray, P., Marshall, S., Perret, B., Evans, A. & White, H., 17 Dec 2021, In: Mathematical Morphology - Theory and Applications. 5, 1, p. 128-152 25 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile31 Downloads (Pure) -
Investigating the effects of a combined spatial and spectral dimensionality reduction approach for aerial hyperspectral target detection applications
Macfarlane, F., Murray, P., Marshall, S. & White, H., 23 Apr 2021, In: Remote Sensing. 13, 9, 25 p., 1647.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus)68 Downloads (Pure)
Datasets
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Hyperspectral Crop Camera Dataset
Macfarlane, F. (Creator), Murray, P. (Creator) & Marshall, S. (Creator), University of Strathclyde, 5 Jul 2018
DOI: 10.15129/5b237262-1090-4a37-9a00-d520045176f8
Dataset
Prizes
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BAE Systems Best ICASE Award Winner 2018
Macfarlane, Fraser (Recipient), 25 Jun 2018
Prize: Prize (including medals and awards)