• Northlands Road, Magee Campus

    BT48 7JL Londonderry

    United Kingdom

  • 964 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

Open Access
File
  • 2 Citations (Scopus)

    Appearance-invariant place recognition by adversarially learning disentangled representation  

    Qin, C., Zhang, Y., Liu, Y., Coleman, S., Kerr, D. & Lv, G., 30 Sep 2020, In : Robotics and Autonomous Systems. 131, 18 p., 103561.

    Research output: Contribution to journalArticle

  • 1 Citation (Scopus)

    A predictive model for paediatric autism screening

    Wingfield, B., Miller, S., Yogarajah, P., Kerr, D., Gardiner, B., Seneviratne, S., Samarasinghe, P. & Coleman, S., 19 Mar 2020, In : Health Informatics Journal. 16 p.

    Research output: Contribution to journalArticle

    Open Access
    File
  • 1 Citation (Scopus)
    62 Downloads (Pure)

    DENSE-INception U-net for medical image segmentation

    Zhang, Z., Wu, C., Coleman, S. & Kerr, D., 31 Aug 2020, In : Computer Methods and Programs in Biomedicine. 192, 15 p., 105395.

    Research output: Contribution to journalArticle

  • 5 Citations (Scopus)

    Emotion recognition with convolutional neural network and EEG-based EFDMs

    Wang, F., Wu, S., Zhang, W., Xu, Z., Zhang, Y., Wu, C. & Coleman, S., 30 Sep 2020, In : Neuropsychologia. 146, 11 p., 107506.

    Research output: Contribution to journalArticle

  • 6 Downloads (Pure)