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.
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Research output
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Accurate and Robust Scale Recovery for Monocular Visual Odometry Based on Plane Geometry
Tian, R., Zhang, Y., Zhu, D., Liang, S., Coleman, S. & Kerr, D., 30 May 2021.Research output: Contribution to conference › Paper › peer-review
Open AccessFile10 Downloads (Pure) -
An Efficient and Lightweight Deep Learning Model for Human Activity Recognition Using Smartphones
Ankita, Rani, S., Babbar, H., Coleman, S., Singh, A. & Aljahdali, H. M., 2 Jun 2021, (E-pub ahead of print) In: Sensors. 21, 11, 17 p., e3845.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)5 Downloads (Pure) -
A Visual Place Recognition Approach using Learnable Feature Map Filtering and Graph Attention Networks
Qin, C., Zhang, Y., Liu, Y., Coleman, S., Du, H. & Kerr, D., 20 Feb 2021, (Accepted/In press) In: Neurocomputing. 19 p., NEUCOM-D-20-00767R1.Research output: Contribution to journal › Article › peer-review
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Computational Approach to Identifying Contrast-Driven Retinal Ganglion Cells
Gault, R., Vance, P., McGinnity, T. M., Coleman, S. & Kerr, D., 14 Sep 2021, LNCS - Proceedings of the European Neural Network Society.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile1 Downloads (Pure) -
Fast human activity recognition
Reid, S., Vance, P., Kerr, D., Coleman, S. & O'Neill, S., 9 Feb 2021, (Accepted/In press) p. 91-98.Research output: Contribution to conference › Paper › peer-review
Open AccessFile23 Downloads (Pure)
Prizes
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Best paper award
Reid, S. (Recipient), Kerr, Dermot (Recipient), Vance, Philip (Recipient), Coleman, Sonya (Recipient) & O'Neill, Siobhan (Recipient), 27 Aug 2021
Prize
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Best Paper Award
Lindsay, Leeanne (Recipient), Coleman, Sonya (Recipient), Kerr, Dermot (Recipient), Taylor, Brian (Recipient) & Moorhead, Anne (Recipient), 18 Jul 2019
Prize
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Carnegie Mellon University New Venture Competition - Most innovative technology winner
Kerr, Dermot (Recipient) & Coleman, Sonya (Recipient), 16 Apr 2019
Prize
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MVA Best Poster Award 2021
Harrigan, Shane (Recipient), Coleman, Sonya (Recipient), Kerr, Dermot (Recipient), Yogarajah, Pratheepan (Recipient), Fang, Z. (Recipient) & Wu, C. (Recipient), 27 Jul 2021
Prize