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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

Fingerprint Dive into the research topics where Fraser Macfarlane is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Mathematical morphology Engineering & Materials Science
Mathematical transformations Engineering & Materials Science
Color Engineering & Materials Science
Mathematical operators Engineering & Materials Science
Bandpass filters Engineering & Materials Science
Template matching Engineering & Materials Science
Target tracking Engineering & Materials Science
Imaging systems Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2016 2021

Research Output 2018 2019

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

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
aerial photography
Object Classification
Hyperspectral Imagery
Target Detection
Object Detection
1 Citation (Scopus)

A colour hit-or-miss transform based on a rank ordered distance measure

Macfarlane, F., Murray, P., Marshall, S., Perret, B., Evans, A. & White, H., 3 Dec 2018, 2018 26th European Signal Processing Conference (EUSIPCO). Piscataway, NJ: IEEE, 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Color
Mathematical transformations
Mathematical morphology
Template matching
Image analysis

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

Fraser Macfarlane (Recipient), 25 Jun 2018

Prize: Prize (including medals and awards)