Research output per year
Research output per year
Personal profile
Research interests
Research and teaching interests include computer vision and image processing, biomedical engineering and power systems engineering; Chair of the Irish Machine Vision and Image Processing Conference 2019, Member of several programme committees and reviewer for several journals, including IEEE Transactions. Past collaborations with UCD's Centre for Research in Infectious Diseases, The Irish Longitudinal Study on Ageing (TILDA), Trinity College Dublin, the Dept. of Clinical Medicine, St. James's Hospital, Dublin, ESBI and ESB Networks. External examiner at PhD and Masters level for DCU and Blanchardstown IT. Currently collaborating with Advanced Nano Technologies Ltd on development of a nanodrop spectrophotometer, Valeo Vision Systems on an Advance Computer Vision course, TU Dublin’s School of Biological Sciences on a Platelet Counting System, TU Dublin's School of Computing on a Harvester Design and Azorom Power Consultants on Electricity Supply Training Projects in West Africa.
Professional Information
Computer Vision, Image Analysis, Image Processing
Education/Academic qualification
PhD
Award Date: 1 Jan 2005
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Addressing Class Imbalance Issues in Haematological Images using Repeat Factor Sampling
Isaka, T. F., Courtney, J. & Wynne, C., 3 Mar 2025, ICAAI 2024 - Conference Proceedings of the 2024 8th International Conference on Advances in Artificial Intelligence. Association for Computing Machinery, Inc, p. 21-27 7 p. (ICAAI 2024 - Conference Proceedings of the 2024 8th International Conference on Advances in Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile -
LightNet: a novel lightweight convolutional network for brain tumor segmentation in healthcare
Wu, D., Tao, J., Qin, Z., Mumtaz, R. A., Qin, J., Yu, L. & Courtney, J., 2024, In: IEEE Journal of Biomedical and Health Informatics. 28, 8, p. 4471-4482 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Synthetic Dataset Generation Using Photo-Realistic Simulation with Varied Time and Weather Axes
Lee, T., McKeever, S. & Courtney, J., Apr 2024, In: Electronics (Switzerland). 13, 8, 1516.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
A Survey on Outdoor Navigation Applications for People With Visual Impairments
El-Taher, F. E. Z., Miralles-Pechuan, L., Courtney, J., Millar, K., Smith, C. & McKeever, S., 2023, In: IEEE Access. 11, p. 14647-14666 20 p.Research output: Contribution to journal › Review article › peer-review
Open Access -
Detecting Road Intersections from Satellite Images using Convolutional Neural Networks
Eltaher, F., Miralles-Pechuán, L., Courtney, J. & McKeever, S., 27 Mar 2023, p. 495-498. 4 p.Research output: Contribution to conference › Poster › peer-review
Open Access
Datasets
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Using Satellite Images Datasets for Road Intersection Detection in Route Planning
Eltaher, F. (Contributor), McKeever, S. (Contributor), Taha, A. (Contributor) & Courtney, J. (Contributor), Technological University Dublin, 1 Jan 2022
DOI: 10.21427/vtgv-5a40
Dataset
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Survey on Outdoor Navigation Applications for People with Visual Impairment
Eltaher, F. (Contributor), Miralles-Pechu√°n, L. (Contributor), Courtney, J. (Contributor) & McKeever, S. (Contributor), Technological University Dublin, 5 Jan 2023
DOI: 10.21427/YQH2-1362
Dataset
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Detecting Road Intersections Automatically from Satellite Images using a Deep Learning Approach
Eltaher, F. (Contributor), Miralles-Pechu√°n, L. (Contributor), Courtney, J. (Contributor) & McKeever, S. (Contributor), Technological University Dublin, 1 Jan 2022
DOI: 10.21427/g1pb-0s89
Dataset