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We have 5 Artificial Intelligence (photon) PhD Projects, Programmes & Scholarships

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Artificial Intelligence (photon) PhD Projects, Programmes & Scholarships

We have 5 Artificial Intelligence (photon) PhD Projects, Programmes & Scholarships

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A multi-spectral single photon sensor for enhanced 3D vision

University of Edinburgh School of Engineering
Autonomous systems such as self-driving cars are increasingly relying on LIDAR systems for robust environmental perception, with single-photon avalanche diode (SPAD) sensors, which detect and time individual photons of light, being one of the key underlying technologies. Read more
 Supervisor: Dr I Gyongy
 30 June 2024  PhD Research Project  Funded PhD Project (Students Worldwide)
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Robust Computational Methods for High-Dimensional Imaging

Heriot-Watt University School of Engineering & Physical Sciences
This project aims to develop new computational algorithms to optimize the acquisition and processing of single-photon data and enable fast imaging in extreme conditions using statistical and learning based approaches.   The project is funded for 3.5 years for international students and a ~£17K annual stipend. Read more
 Supervisors: Dr A Halimi, Prof S McLaughlin
 Year round applications  PhD Research Project  Funded PhD Project (Students Worldwide)
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Model Based Deep Learning for Low-light Computational Imaging: Application to Robust Multimodal 3D Imaging

Heriot-Watt University School of Engineering & Physical Sciences
This project aims to design new computational algorithms at the interface of statistical modelling, optimization and deep learning to solve multimodal inverse problems for 3D imaging. Read more
 Supervisor: Dr A Halimi
 Year round applications  PhD Research Project  Funded PhD Project (Students Worldwide)
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Adaptive sensor fusion for optimised 3D sensing

University of Edinburgh School of Engineering
Single-photon avalanche diodes (SPAD) enable the detection and timing of individual photons of light and have become a key technology in applications such as automotive LIDAR and biomedical imaging. Read more
 Supervisor: Dr I Gyongy
 30 June 2024  PhD Research Project  Funded PhD Project (Students Worldwide)
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Enhanced Deep Learning via Optimisation in Computational Imaging

Heriot-Watt University School of Engineering & Physical Sciences
Context. The project will be co-supervised at Heriot-Watt University (Edinburgh, UK), and CentraleSupélec (University Paris-Saclay, France). Read more
 Supervisors: Dr A Repetti, Prof JCP Pesquet
 Year round applications  PhD Research Project  Funded PhD Project (European/UK Students Only)
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