• Northlands Road, Magee Campus

    BT48 7JL Londonderry

    United Kingdom

  • 923 Citations
  • 16 h-Index
20012020

Research output per year

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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 journalArticle

  • 1 Citation (Scopus)

    DENSE-INCEPTION U-NET FOR MEDICAL IMAGE SEGMENTATION

    Zhang, Z., Wu, C., Coleman, S. & Kerr, D., 15 Feb 2020, In : Computer Methods and Programs in Biomedicine. 192, 105395.

    Research output: Contribution to journalArticle

  • 1 Citation (Scopus)

    Emotion Recognition with Convolutional Neural Network and EEG-based EFDMs

    Fei, W., Wu, S., Zhang, W., Xu, Z., Zhang, Y., Wu, C. & Coleman, S., 27 May 2020, (Accepted/In press) In : Neuropsychologia. 11 p., NSY-D-20-00151R1.

    Research output: Contribution to journalArticle

    Open Access
    File
  • 1 Downloads (Pure)

    Explainable AI for Falls Prediction

    Lindsay, L., Kerr, D., Coleman, S., Taylor, B. & Moorhead, A., 4 Mar 2020, (Accepted/In press) 4th International Conference on Advances in Computing and Data Sciences (ICACDS)-2020.

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

    Open Access
    File
  • Neural Coding Strategies for Event-Based Vision Data

    Harrigan, S., Coleman, S., Kerr, D., Pratheepan, Y., Fang, Z. & Wu, C., 4 May 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 5 p.

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

    Open Access
    File
  • Thesis

    Continuous tactile sensing for enhanced human-robot collaboration

    Author: Gomez Eguiluz, A., May 2018

    Supervisor: Coleman, S. (Supervisor), Mc Ginnity, T. (Supervisor) & Rano, I. (Supervisor)

    Student thesis: Doctoral Thesis

    File

    Using computational intelligence for knowledge discovery from the human microbiome

    Author: Wingfield, B., Mar 2019

    Supervisor: McGinnity, T. (Supervisor), Bjourson, A. (Supervisor) & Coleman, S. (Supervisor)

    Student thesis: Doctoral Thesis