This PhD project aims to develop a deep learning based method to improve the resolution of images and videos based on public dataset and experimental dataset. Read moreRead less
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. 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.
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.
At a glance
- Application deadlineOngoing
- Award type(s)PhD
- Duration of award3 years
- EligibilityEU, Rest of World
- Reference numberSATM0002
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.
Cranfield Doctoral Network
Research students at Cranfield benefit from being part of a dynamic, focused and professional study environment and all become valued members of the Cranfield Doctoral Network. This network brings together both research students and staff, providing a platform for our researchers to share ideas and collaborate in a multi-disciplinary environment. It aims to encourage an effective and vibrant research culture, founded upon the diversity of activities and knowledge. A tailored programme of seminars and events, alongside our Doctoral Researchers Core Development programme (transferable skills training), provide those studying a research degree with a wealth of social and networking opportunities.
How to apply
For further information please contact:
Dr Yifan Zhao
For further information contact us today:
T: 44 (0)1234 758540
Ph D Studentship: Developing New Techniques To Identify Fugitive Methane Emissions And Their Sources , Cranfield University ;, United Kingdom, 1 day ago
Methane is a major greenhouse gas and so contributes to climate change. Cranfield and SLB are offering an iCASE PhD studentship, developing practical methods to monitor methane emissions from poin...
Treatment Wetlands As A Nature Based Solution For Long Term Phosphorus Removal And Carbon Sequestration Ph D , Cranfield University ;, United Kingdom, 11 days ago
Start date 30th January 2023 Eligibility UK, Rest of World Duration *: 3 years 1st Supervisor: Dr Gabriela Dotro, 2nd Supervisor: Dr Tao Lyu, Prof Bruce Jefferson Reference No: SWEE0205 Sponso...
Ahrc Studentship For Doctoral Researchers In The Arts And Humanities: Articulating The Value Of Community Engagement In The Built Environment , The Open University ;, United Kingdom, 6 days ago
The Open University has available an AHRC funded PhD studentship through the Open-Oxford-Cambridge DTP consortium to start 2023/2024. It is a collaboration award with Future of London. This projec...
Ph D Opportunities In The Faculty Of Business And Law , The Open University ;, United Kingdom, 1 day ago
Closing Date: Tuesday 21st February 2023 at 12:00 UK time Interviews to take place: March and April 2023 The Open University Business and Law Schools invite applications to join our PhD programme ...
Ph D Studentship: Open Oxford Cambridge Ahrc Doctoral Training Partnership Black And Global Majority , The Open University ;, United Kingdom, 6 days ago
The Open-Oxford-Cambridge AHRC Doctoral Training Partnership (OOC DTP) is committed to addressing under-representation in Arts and Humanities doctoral study. In October 2021 we launched a scheme t...