Computer Science (hyperspectral) PhD Projects, Programmes & Scholarships

Advanced Methods in Hyperspectral Imagery Analysis for Smart Sensing Applications

University of Dundee School of Science and Engineering

Hyperspectral imagery, an extension of traditional imaging, has proven to be a significant tool in various scientific fields due to its ability to detect and identify objects based on their unique spectral signatures. Read more

Supervisors: Dr Y Yan, Prof E Trucco, Prof J Ren

30 June 2024 PhD Research Project Self-Funded PhD Students Only

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Unsupervised, explainable image segmentation/classification using Hyperspectral data

University of Reading Department of Computer Science

Hyperspectral data is acquired by sensors that record data for hundreds to thousands of electromagnetic wavelengths as individual bands. Read more

Supervisors: Prof X Hong, Dr H Wei

Year round applications PhD Research Project Self-Funded PhD Students Only

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Generative AI Enhanced Hyperspectral Imaging Techniques for Estimating Bone Fracture Risk in Osteoporosis

University of Greenwich Faculty of Engineering and Science

Osteoporosis (OP) is a global burden affecting 3.5m individuals in the UK alone, causing bone weakening and fractures ranking the fourth greatest cause of death. Read more

Supervisors: Dr TN Nguyen, Prof G Tozzi

31 May 2024 PhD Research Project Funded PhD Project (Students Worldwide)

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Investigating effects of environmental stressors on ecosystem function using hyperspectral leaf reflectance

Kingston University Faculty of Engineering, Computing and the Environment

There is an increasing urgency to understand the biochemical and physiological responses of plants to global environmental change. Read more

Supervisor: Dr O Duran

Year round applications PhD Research Project Self-Funded PhD Students Only

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Robust perception, decision making and path prediction for autonomous vehicles

Kingston University Faculty of Engineering, Computing and the Environment

Development of autonomous vehicles are seeing a grown in many different applications. As we increase the levels of automation and move into Self-driving cars, it is expected that these systems will combine a variety of sensors to perceive their surroundings in a robust manner and avoid human errors. Read more

Supervisor: Dr O Duran

Year round applications PhD Research Project Self-Funded PhD Students Only

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Robust perception, decision making and path prediction for autonomous vehicles

Kingston University Faculty of Engineering, Computing and the Environment

. Development of autonomous vehicles are seeing a grown in many different applications. As we increase the levels of automation and move into Self-driving cars, it is expected that these systems will combine a variety of sensors to perceive their surroundings in a robust manner and avoid human errors. Read more

Supervisor: Dr R Benhadj-Djilali

Year round applications PhD Research Project Self-Funded PhD Students Only

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Data-Centric Solutions for Earth Observation Challenges: Developing Cutting-Edge Techniques for Remote Sensing Analysis [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics

In today's data-driven landscape, the importance of data-centric machine learning methodologies cannot be overstated where they prioritize the quality, diversity, and accessibility of data, recognizing that the performance and reliability of machine learning models heavily depend on the data they are trained on. Read more

Supervisors: Dr O Karakus, Prof P Rosin

Year round applications PhD Research Project Self-Funded PhD Students Only

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Data-Centric Solutions for Earth Observation Challenges: Developing Cutting-Edge Techniques for Remote Sensing Analysis

Cardiff University Cardiff School of Computer Science & Informatics

In today's data-driven landscape, the importance of data-centric machine learning methodologies cannot be overstated where they prioritize the quality, diversity, and accessibility of data, recognizing that the performance and reliability of machine learning models heavily depend on the data they are trained on. Read more

Supervisors: Dr O Karakus, Prof P Rosin

6 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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AI driven Multi-modal sensing and fusion for autonomous industrial inspection and smart decision-making

University of Dundee School of Science and Engineering

This project sets out to fundamentally transform the use of image processing and deep learning technologies in pivotal industrial sectors, including manufacturing, oil & gas, and renewable energy. Read more

Supervisors: Dr Y Yan, Dr H Lin, Prof S McKenna, Prof J Ren

30 June 2024 PhD Research Project Self-Funded PhD Students Only

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Development of on-chip spectrometer

Aberdeen University School of Natural and Computing Sciences

These projects are open to students worldwide, but have no funding attached. Therefore, the successful applicant will be expected to fund tuition fees at the relevant level (home or international) and any applicable additional research costs. Read more

Supervisor: Dr K Debnath

Year round applications PhD Research Project Self-Funded PhD Students Only

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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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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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Combination of sensor fusion and machine learning for subsea structure inspection

University of Strathclyde Department of Naval Architecture, Ocean & Marine Engineering

Naval Architecture, Ocean & Marine Engineering (NAOME) department in the University of Strathclyde in collaboration with Ilosta Ltd. Read more

Supervisor: Prof A Mehmanparast

Year round applications PhD Research Project Funded PhD Project (Students Worldwide)

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Multi-view approaches for content-based image clustering

University of Reading Department of Computer Science

Human and animal learning are naturally in the so-called semi-supervised mode of learning, i.e. with a limited teaching but more of self-training experiments. Read more

Supervisors: Prof X Hong, Dr H Wei, Prof J Ferryman

Year round applications PhD Research Project Self-Funded PhD Students Only

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We have 14 Computer Science (hyperspectral) PhD Projects, Programmes & Scholarships

Computer Science (hyperspectral) PhD Projects, Programmes & Scholarships

We have 14 Computer Science (hyperspectral) PhD Projects, Programmes & Scholarships

Advanced Methods in Hyperspectral Imagery Analysis for Smart Sensing Applications

Unsupervised, explainable image segmentation/classification using Hyperspectral data

Generative AI Enhanced Hyperspectral Imaging Techniques for Estimating Bone Fracture Risk in Osteoporosis

Investigating effects of environmental stressors on ecosystem function using hyperspectral leaf reflectance

Robust perception, decision making and path prediction for autonomous vehicles

Robust perception, decision making and path prediction for autonomous vehicles

Data-Centric Solutions for Earth Observation Challenges: Developing Cutting-Edge Techniques for Remote Sensing Analysis [SELF-FUNDED STUDENTS ONLY]

Data-Centric Solutions for Earth Observation Challenges: Developing Cutting-Edge Techniques for Remote Sensing Analysis

AI driven Multi-modal sensing and fusion for autonomous industrial inspection and smart decision-making

Development of on-chip spectrometer

Robust Computational Methods for High-Dimensional Imaging

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

Combination of sensor fusion and machine learning for subsea structure inspection

Multi-view approaches for content-based image clustering

We have 14 Computer Science (hyperspectral) PhD Projects, Programmes & Scholarships

Computer Science (hyperspectral) PhD Projects, Programmes & Scholarships

We have 14 Computer Science (hyperspectral) PhD Projects, Programmes & Scholarships

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