Key Information
- Duration:
- Full-time: 36 months
- Part-time: 60 months
- Start dates & application deadlines:
- Starting September 2026: Application deadline not specified.
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.
Visit the programme website for more information
Programme 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)
Admission Requirements
Academic Requirements
GPA: Upper Second Class
English Requirements
We are not aware of any English requirements for this programme.
Other Requirements
- You should have an honours degree at 2.1 or above, and/or a Masters degree in a relevant discipline.
- IELTS 6.5
Fees and Funding
Tuition Fees
Tuition fees are shown in AUD and the most likely applicable fee is shown based on your nationality.
- International: 50,199 AUD / year (≈ 26,570 GBP / year)
- Domestic: 9,042 AUD / year (≈ 4,786 GBP / year)
Living Costs
Dundee, United Kingdom: 1,487-2,823 AUD / month
The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.
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