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
A New Patch selection method based on Parsing and Saliency Detection for Person Re-identification
Liu, Y., Zhang, Y., Coleman, S., Bhanu, B. & Liu, S., 21 Jan 2020, In : Neurocomputing. 374, p. 86-99 14 p.Research output: Contribution to journal › Article
DENSE-INCEPTION U-NET FOR MEDICAL IMAGE SEGMENTATION
Zhang, Z., Wu, C., Coleman, S. & Kerr, D., 12 Feb 2020, (Accepted/In press) In : Computer Methods and Programs in Biomedicine.Research output: Contribution to journal › Article
Perceptual modelling of tinnitus pitch and loudness
Gault, R., McGinnity, T. M. & Coleman, S., 8 Jan 2020, In : IEEE Transactions on Cognitive and Developmental Systems.Research output: Contribution to journal › Article
Open Access
File
Adaptive Gesture Recognition System for Robotic Control using Surface EMG Sensors
Marchiex, B., Gardiner, B. & Coleman, S., 2 Nov 2019, (Accepted/In press).Research output: Contribution to conference › Paper
Open Access
File
Adversarially Erased Learning for Person Re-identification by Fully Convolutional Networks
Liu, S., Zhang, Y., Qi, L., Coleman, S., Kerr, D. & Zhu, S., 12 Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Budapest, Vol. 2019-July. 9 p. 8852283Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
File
Thesis
Continuous tactile sensing for enhanced human-robot collaboration
Author: Gomez Eguiluz, A., May 2018Supervisor: Coleman, S. (Supervisor), Mc Ginnity, T. (Supervisor) & Rano, I. (Supervisor)
Student thesis: Doctoral Thesis
Using computational intelligence for knowledge discovery from the human microbiome
Author: Wingfield, B., Mar 2019Supervisor: McGinnity, T. (Supervisor), Bjourson, A. (Supervisor) & Coleman, S. (Supervisor)
Student thesis: Doctoral Thesis