معرفی
Harry Rogers is a Postdoctoral Research Assistant at the Institute of Biomedical Engineering (IBME), University of Oxford, working under Professor Alison Noble. He completed his PhD at the University of East Anglia (2024) within the EPSRC-funded AgriFoRwArdS Centre for Doctoral Training, supervised by Professor Beatriz De La Iglesia and collaborating with Syngenta. His research focuses on integrating Human-AI Collaboration, Explainable AI (XAI), Computer Vision, and Deep Learning into Robotics and Precision Agriculture.
Education:
- BSc, DPhil, MSc, PhD in Engineering Science (University of East Anglia, AgriFoRwArdS CDT)
Research Interests: Harry’s work bridges AI explainability and robotic systems in agriculture, using XAI to enhance transparency in Deep Learning models for precision spraying evaluation. His projects involve quantized neural networks for resource-constrained environments, automated weed detection, and droplet recognition systems. He also explores AI applications in biomedical imaging and cognitive diagnostics.
Publications: His recent work (2024-2025) emphasizes robustness testing for CNNs in precision agriculture, automated diagnostic tools like the Clock Drawing Test, and open-source agritech hardware. Sub-fields span edge computing, domain adaptation, and medical device validation.
Awards:
- Best Paper Award (KDIR 2025)
- Nominated Best Application Paper (TAROS 2025)
- EPSRC AgriFoRwArdS Centre for Doctoral Training membership
Collaborations: Syngenta, EPSRC AgriFoRwArdS CDT, and interdisciplinary teams in biomedical and agricultural robotics.
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