CV
You can download a PDF copy of my CV here.
Education
- BEng in Electronic & ELectrical Engineering, University of Strathclyde, 2017
- Dissertation: 3-Dimensional Facial Model Creation using Stereoscopic Imaging Techniques for Facial Recognition
- Ph.D in Electronic & Electrical Engineering, University of Strathclyde, 2022 (expected)
- Thesis: Signal and Image Processing for Enhanced Long Range Sensing
Work experience
- Summer 2016: Research Intern
- University of Strathclyde
- Non-Destructive Evaluation of Nuclear Reactor Fuel Channels
- Supervisor: Dr Graham West & Dr Paul Murry
- Summer 2017: Research Assistant
- University of Strathclyde
- Development of a Hyperspectral Crop Camera
- Supervisors: Dr Paul Murray & Professor Stephen Marshall
Technical Expertise
- Hyperspectral Imaging and Analysis
- Both lab and field based experience
- Bespoke algorithms for image processing
- Machine Learning
- Classification
- Object Detection
- Instance Segmentation
- Remote Sensing
- Georectification
- Vegetation Indices
- Dimensionality Reduction and Compression
- Compressive Sensing
Projects
Publications
A Colour Hit-or-Miss Transform Based on a Rank Ordered Distance Measure Permalink
Fraser Macfarlane, Paul Murray, Stephen Marshall, Benjamin Perret, Adrian N. Evans and Henry White, "A Colour Hit-or-Miss Transform Based on a Rank Ordered Distance Measure," 2018 26th European Signal Processing Conference (EUSIPCO), 2018, pp. 588-592, doi: 10.23919/EUSIPCO.2018.8553050.
A Fast Hyperspectral Hit-or-Miss Transform with Integrated Projection-based Dimensionality Reduction Permalink
Fraser Macfarlane, Paul Murray, Stephen Marshall and Henry White, "A fast hyperspectral hit-or-miss transform with integrated projection-based dimensionality reduction," Hyperspectral Imaging and Applications, 2018.
Object Detection and Classification in Aerial Hyperspectral Imagery using a Multivariate Hit-or-Miss Transform Permalink
Fraser Macfarlane, Paul Murray, Stephen Marshall and Henry White, "Object detection and classification in aerial hyperspectral imagery using a multivariate hit-or-miss transform," Proc. SPIE 10986, Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imagery XXV, 1098619 (14 May 2019); https://doi.org/10.1117/12.2518103
Low-cost Hyper-Spectral Imaging System using a Linear Variable Bandpass Filter for Agritech Applications Permalink
Shigeng Song, Des Gibson, Sam Ahmadzadeh, Hin On Chu, Barry Warden, Russell Overend, Fraser Macfarlane, Paul Murray, Stephen Marshall, Matt Aitkenhead, Damian Bienkowski, and Russell Allison, "Low-cost hyper-spectral imaging system using a linear variable bandpass filter for agritech applications," Appl. Opt. 59, A167-A175 (2020) https://opg.optica.org/ao/abstract.cfm?URI=ao-59-5-A167
Investigating the Effects of a Combined Spatial and Spectral Dimensionality Reduction Approach for Aerial Hyperspectral Target Detection Applications Permalink
Fraser Macfarlane, Paul Murray, Stephen Marshall, and Henry White. 2021. "Investigating the Effects of a Combined Spatial and Spectral Dimensionality Reduction Approach for Aerial Hyperspectral Target Detection Applications" Remote Sensing 13, no. 9: 1647. https://doi.org/10.3390/rs13091647
Robust Object Detection in Colour Images Using a Multivariate Percentage Occupancy Hit-or-Miss Transform Permalink
Fraser Macfarlane, Paul Murray, Stephen Marshall, Benjamin Perret, Adrian N. Evans and Henry White, "Robust object detection in colour images using a multivariate percentage occupancy hit-or-miss transform," Mathematical Morphology - Theory and Applications, 5 (1). pp. 128-152. ISSN 2353-3390
Teaching
Service and leadership
- Currently signed in to 43 different slack teams