Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 16 Peace, Justice and Strong Institutions
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Collaborations and top research areas from the last five years
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Target Encoding for Object Orientation Prediction in Smart Manufacturing
Gambale, A., Coleman, S., Kerr, D., Vance, P., Kerr, E., Fermuller, C. & Aloimonos, Y., 5 May 2026, (Accepted) In: International Journal on Advances in Systems and Measurements. 19, 1&2, p. 1-13 13 p.Research output: Contribution to journal › Article › peer-review
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Ablation Study on Convolutional Neural Network-Transformer Fusion
Hindes, L., Siddique, N., Coleman, S. & Vance, P., 30 Jun 2025, (Accepted) Irish machine vision and image processing conference. 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile1650 Downloads (Pure) -
A Convolutional Neural Network Bagging Ensemble for Human Emotion Classification using the AffectNet Dataset
Robinson, J., Vance, P., Siddique, N. & Yogarajah, P., 1 Sept 2025, (Published online) Irish Machine Vision and Image Processing Conference 2025. p. 112 - 119 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile59 Downloads (Pure) -
Lightweight CNN Benchmarks for Facial Emotion Recognition in Pepper Robot Applications
Robinson, J., Vance, P., Siddique, N. & Yogarajah, P., 1 Sept 2025, Irish Machine Vision and Image Processing Conference 2025. Irish Pattern Recognition and Classification Society, p. 268 - 271 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile57 Downloads (Pure) -
MiKAD: Memory-Infused Knowledge Networks for Manufacturing Anomaly Detection
Rasheed, M., Coleman, S., Gardiner, B., Vance, P., Cormac McAteer, Bryan Bakar & Khoi Nguyen, 4 Sept 2025, (Published online) Irish Machine Vision and Image Processing 2025: IMVIP. p. 128-135 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile84 Downloads (Pure)
Prizes
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Best paper award
Reid, S. (Recipient), Kerr, D. (Recipient), Vance, P. (Recipient), Coleman, S. (Recipient) & O'Neill, S. (Recipient), 27 Aug 2021
Prize
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Best Paper Award
Gambale, A. (Recipient), Coleman, S. (Recipient), Kerr, D. (Recipient), Vance, P. (Recipient), Kerr, E. (Recipient), Fermuller, C. (Recipient) & Aloimonos, Y. (Recipient), 2 Oct 2025
Prize
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27th Irish Machine Vision and Image Processing Conference 2025
Rasheed, M. (Participant), Coleman, S. (Participant), Gardiner, B. (Participant), Vance, P. (Participant), McAteer, C. (Participant), Bakar, B. (Participant) & Nguyen, K. (Participant)
1 Sept 2025Activity: Participating in or organising an event › Participating in a conference, workshop, ...
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Mobile Robotics Research at UU Magee, AAL and Beyond
Vance, P. (Speaker)
5 Mar 2020Activity: Talk or presentation › Invited talk
Profiles
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Antonio Gambale
- School of Computing, Eng & Intel. Sys - Research Associate in Automation (E-DATA)
- Faculty Of Computing, Eng. & Built Env. - Research Associate
Person: Academic, Doctor of Philosophy
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Projects
- 3 Finished
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ICURe - BIONICS: BIO-INspired survellianCe System
Kerr, D. (CoI), Coleman, S. (CoI), Vance, P. (PI) & Wingfield, B. (CoI)
7/01/19 → 6/04/19
Project: Research
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Rural Assistive Living
Gardiner, B. (CoI), Coleman, S. (CoI), Kerr, D. (PI), Kerr, E. (CoI) & Vance, P. (CoI)
1/08/18 → 31/03/19
Project: Research
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BIONICS - Bioinspired Surveillance System
Vance, P. (CoI), Mc Ginnity, M. (CoI), Kerr, D. (PI) & Coleman, S. (CoI)
1/04/17 → 1/08/19
Project: Research