
Overview
This AI driven Multi-modal sensing and fusion for autonomous industrial inspection and smart decision-making project at University of Dundee will first delve into the development of advanced algorithms for optimized image data acquisition. This involves not just the capture of images but also their intelligent processing to ensure maximum relevance and quality achieved. The use of deep learning techniques, particularly in the context of image quality assessment, will play a crucial role in the smart interpretation and processing of industrial informatics.
Context
In addition, the project aims to push the boundaries of current image enhancement and analytic techniques. This is particularly relevant for object detection in visually degraded scenes, a common challenge in industrial settings. Advanced deep learning architectures such as convolutional neural network (CNN) and generative adversarial network (GAN) will be used as baseline. Few shot learning and transfer learning strategies will also be introduced to tackle with challenging scenarios characterized by limited data samples and less-than-ideal annotations.
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Visit programme websiteProgramme Structure
At its core, the research will investigate the synergistic application of multi-modal sensing and fusion technologies, such as
- depth imaging
- optical imaging
- multibeam sonar
- stereo vision
- multispectral and hyperspectral imaging (HSI)
Check out the full curriculum
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.
- Starting
- Apply before
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Language
Delivered
Disciplines
Computer Sciences Artificial Intelligence View 96 other PhDs in Computer Sciences 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 AI driven Multi-modal sensing and fusion for autonomous industrial inspection and smart decision-making.
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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