Summary
Gelayol Golcarenarenji is a senior lecturer in Artificial Intelligence and machine learning at school of computing. Before joining Portsmouth university, she was a Postdoctoral research fellow for four years in artificial intelligence at University of the West of Scotland, UK, where she was working on national and European projects such as the 5G INDUCE, NG-RPAS, Arcadian-IoT, Smart crane Real-Time Object Detection’ and ‘a Smart Remotely Piloted Aircraft Systems (S-RPAS) for Real-Time detection of missing people and her team won the CEED-SCOTLAND innovation award, and UK Times Higher Education (THE) Awards 2021 knowledge exchange award. She received a full scholarship from Australian government to do her Ph.D. degree in computer science at Deakin University, Australia, where she was involved in the automation of carbon fibre production line. Her current research interests include, artificial intelligence, applied machine learning, deep learning methods and applications, advanced material, image processing, Senor fusion, Object detection, UAVs, Autonomous veichles, 3D human motion prediction, human trajectory prediction, and VLMs among others. She is accepting PhD students.
https://scholar.google.com/citations?user=0vhy598AAAAJ&hl=en
Research outputs
2025
An explainable CNN-based approach for classifying Desert Lions from camera trap images
Pears, J., Golcarenarenji, G.
4 Jun 2025,
Research output: Conference contribution
Robust maritime search and rescue with UAVs on the edge
Woodford, M., Golcarenarenji, G.
17 Apr 2025,
Research output: Conference contribution
Music genre recognition: an explainable approach
Smith, T., Golcarenarenji, G.
5 Apr 2025,
Research output: Conference contribution
2024
Detecting violent behaviour on edge using Convolutional Neural Networks
Golcarenarenji, G., Khusainov, R., Gegov, A., Martinez-Alpiste, I.
9 Oct 2024,
Research output: Conference contribution
Efficient CNN-based low-resolution facial detection from UAVs
Diez-Tomillo, J., Martinez-Alpiste, I., Golcarenarenji, G., Wang, Q., Alcaraz-Calero, J. M.
13 Jan 2024, In: Neural Computing & Applications, 14p.
Research output: Article
2023
Robust real-time traffic light detector on small-form platform for autonomous vehicles
Golcarenarenji, G., Martinez-Alpiste, I., Wang, Q., Alcaraz-Calero, J. M.
2 May 2023, In: Journal of Intelligent Transportation Systems: Technology, Planning, and Operations
Research output: Article