Overview
We offer a Deep Learning Based Super Resolution degree at Cranfield University. High-resolution (HR) images and videos are strongly demanded in many applications, such as satellite imaging, medical diagnostic, forensic imaging and video surveillance systems, not only for offering better visualisation but also for extracting additional details.
Features
- However, in many cases it is difficult to obtain the demanded HR images/videos due to the high cost and inherent physical constraints of the high precision optics and sensors, or the limitation of bandwidth of data communication.
- Super-resolution techniques have emerged as an alternative low-cost solution, which aims to produce a single HR image or a set of HR images from a sequence of observed low-resolution images captured from the same scene.
Programme Structure
Curriculum:
- The student will be based at Through-life Engineering Services (TES) Centre at Cranfield.
- The TES Centre focuses on developing knowledge, technology and process demonstrators to provide the capability for the concept design of high value engineering systems based on design and manufacturing for through-life engineering services.
- The student will also work with the core industrial partners of TES Centre to develop a user case to apply this technique to digitalize industrial components.
Key information
Duration
- Full-time
- 36 months
Start dates & application deadlines
Language
Delivered
Disciplines
Machine Learning View 18 other PhDs in Machine Learning in United KingdomAcademic requirements
English requirements
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
- Applicants should have a first or second class UK honours degree or equivalent in a related discipline, such as computer science, mathematics, or engineering.
- The candidate should be self-motivated and have excellent analytical, programming, reporting and communication skills.
Tuition Fee
-
International
19675 GBP/yearTuition FeeBased on the tuition of 19675 GBP per year during 36 months. -
National
4712 GBP/yearTuition FeeBased on the tuition of 4712 GBP per year during 36 months.
Living costs for Cranfield
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 Deep Learning Based Super Resolution.
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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