
Overview
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. This Advanced Methods in Hyperspectral Imagery Analysis for Smart Sensing Applications project is offered at University of Dundee .
Limitations
One of the primary challenges in hyperspectral imagery is the handling and processing of the vast amount of data these systems generate. Hyperspectral images contain information across a wide range of the electromagnetic spectrum, resulting in high-dimensional data that can be computationally intensive to process. Another limitation is the accuracy of classification and identification of materials or features, as the complexity of hyperspectral data can lead to ambiguities in interpretation.
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Visit programme websiteProgramme Structure
This project will have the following objectives:
- develop dimension reduction techniques to condense the high-dimensional hyperspectral data into more manageable formats without losing critical information. This will improve computational efficiency and facilitate more effective analysis.
- enhance band selection to identify the most relevant wavelengths for a given application. This allows customization of multispectral cameras to reduce costs, improving practicality of hyperspectral imaging.
- the project will apply these advanced techniques to key computer vision tasks, specifically change detection and anomaly detection, to enhance decision-making in smart sensing applications. This includes diverse areas such as land mapping in remote sensing; retina and brain image analysis, aiding in early and accurate clinical diagnosis; non-destructive inspection for material characterization.
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Visit programme websiteKey information
Duration
- Full-time
- 36 months
- Part-time
- 60 months
Start dates & application deadlines
- StartingApplication deadline not specified.
- StartingApplication deadline not specified.
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Language
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Disciplines
Computer Sciences Web Technologies & Cloud Computing Artificial Intelligence View 18 other PhDs in Web Technologies & Cloud Computing in United KingdomExplore more key information
Visit programme websiteWhat students do after studying
Academic requirements
English requirements
We are not aware of any English requirements for this programme.
Student insurance
Make sure to cover your health, travel, and stay while studying abroad. Even global coverages can miss important items, so make sure your student insurance ticks all the following:
- Additional medical costs (i.e. dental)
- Repatriation, if something happens to you or your family
- Liability
- Home contents and baggage
- Accidents
- Legal aid
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Other requirements
General requirements
- You should have an honours degree at 2.1 or above, and/or a Masters degree in a relevant discipline.
- IELTS 6.5
Make sure you meet all requirements
Visit programme websiteTuition Fee
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International
26570 GBP/yearTuition FeeBased on the tuition of 26570 GBP per year during 36 months. -
National
4786 GBP/yearTuition FeeBased on the tuition of 4786 GBP per year during 36 months.
Living costs for Dundee
The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.
Funding
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Scholarships Information
Below you will find PhD's scholarship opportunities for Advanced Methods in Hyperspectral Imagery Analysis for Smart Sensing Applications.
Available Scholarships
You are eligible to apply for these scholarships but a selection process will still be applied by the provider.
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