Research output per year
Research output per year
Personal profile
Biography
Sonya Coleman joined the Computer Science Research Institute and School of Computing and Intelligent Systems in 2002 and was appointed Head of the Research Graduate School in 2012. Sonya is a Fellow of the Higher Education Academy, and teaches at undergraduate level. Sonya received a BSc(Hons) in Mathematics, Statistics and Computing (first class) from the Ulster University, UK in 1999, and a PhD in Mathematics from the Ulster University, UK in 2003. She is Cognitive Robotics team leader within the Intelligent Systems Research Centre. Sonya has publications primarily in image processing, robotics, computational intelligence and financial engineering. Her research has been supported by funding from various sources such as EPSRC, The Nuffield Foundation, The Leverhulme Trust and the European Commission. In 2009 she was awarded the Distinguished Research Fellowship by the Ulster University in recognition of her contribution research and she is currently secretary of the Irish Pattern Recognition and Classification Society.
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):
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Collaborations and top research areas from the last five years
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A Comparative Study of Hough Transform and PCA for Bolt Orientation Detection
Gambale, A., Coleman, S., Kerr, D., Vance, P., Kerr, E., Fermuller, C. & Aloimonos, Y., 17 Aug 2024, (Accepted/In press) p. 1-6. 6 p.Research output: Contribution to conference › Paper › peer-review
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A Computational Approach to Uncertainty in DNA Sequences
Melaugh, M., Coleman, S. & Kerr, D., 1 Jan 2024, (Published online) 2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023. IEEE, p. 1043-1048 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile21 Downloads (Pure) -
An EfficientNet-Based Transfer Learning System for Defect Classification in Manufacturing
Rasheed, M. R., Coleman, S., Gardiner, B., Vance, P., McAteer, C. & Nguyen, K., 24 Jun 2024, (Accepted/In press) 22nd IEEE International Conference on Industrial Informatics. IEEE, 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile18 Downloads (Pure) -
ASL Fingerspelling Classification for use in Robot Control
McCready, K., Coleman, S., Kerr, D. & Kerr, E., 2024, Proceedings of The 39th International Manufacturing Conference. 1 ed. MDPI, Vol. 65. p. 31-32 2 p. 12. (Engineering Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile12 Downloads (Pure) -
Bilateral guidance network for one-shot metal defect segmentation
Shan, D., Zhang, Y., Liu, X., Zhao, J., Coleman, S. & Kerr, D., 1 May 2024, In: Engineering Applications of Artificial Intelligence. 131, p. 1-11 11 p., 107802.Research output: Contribution to journal › Article › peer-review
Prizes
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Best paper award
Reid, S. (Recipient), Kerr, D. (Recipient), Vance, P. (Recipient), Coleman, S. (Recipient) & O'Neill, S. (Recipient), 27 Aug 2021
Prize
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Best Paper Award
Lindsay, L. (Recipient), Coleman, S. (Recipient), Kerr, D. (Recipient), Taylor, B. (Recipient) & Moorhead, A. (Recipient), 18 Jul 2019
Prize
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Carnegie Mellon University New Venture Competition - Most innovative technology winner
Kerr, D. (Recipient) & Coleman, S. (Recipient), 16 Apr 2019
Prize
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Deep Learning for Billboard Classification
Chavan, S. (Recipient), Kerr, D. (Recipient), Coleman, S. (Recipient) & Khader, H. (Recipient), 29 Sept 2023
Prize
Activities
- 1 Organising a conference, workshop, ...
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IEEE International Conference on Industrial Informatics,
Coleman, S. (Participant) & Kerr, D. (Participant)
28 Jul 2022Activity: Participating in or organising an event › Organising a conference, workshop, ...