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- The research will address the development of deep solutions to face analysis that is based on Transformers. These new paradigms have not been used in the domain of face analysis. Obviously, a key issue in Transformers is how one can generate the input sequence for a given face image. This can be a main challenge in applying the Transformers to face images. - To this end, several strategies will be proposed and tested. Among these, the technique that deploys Multi-scale Multi-level for the input face will be explored. Another objective of the doctoral training is to develop or explore the use of deep Transformers in the domain of facial video analysis. - Thus, instead of developing a way by which the individual image descriptors or decisions can be fused in order to characterize the face dynamics, a direct solution is thought. The doctoral studies will evaluate several strategies by which Transformers can be trained and tested on the video sequence. - For instance, the first strategy is to consider the video frames as individual patches that are stamped in the timeline. Other strategies can consider the patches in the 3D volume of the video.
Programme overview
Main Subject
Engineering - Electrical and Electronic
Degree
PhD
Study Level
PHD
Study Mode
On Campus
- The research will address the development of deep solutions to face analysis that is based on Transformers. These new paradigms have not been used in the domain of face analysis. Obviously, a key issue in Transformers is how one can generate the input sequence for a given face image. This can be a main challenge in applying the Transformers to face images. - To this end, several strategies will be proposed and tested. Among these, the technique that deploys Multi-scale Multi-level for the input face will be explored. Another objective of the doctoral training is to develop or explore the use of deep Transformers in the domain of facial video analysis. - Thus, instead of developing a way by which the individual image descriptors or decisions can be fused in order to characterize the face dynamics, a direct solution is thought. The doctoral studies will evaluate several strategies by which Transformers can be trained and tested on the video sequence. - For instance, the first strategy is to consider the video frames as individual patches that are stamped in the timeline. Other strategies can consider the patches in the 3D volume of the video.
Admission Requirements
5+
Candidates must pass a written examination. The first candidates with the highest scores on this test are selected.
30 Oct 2023
Oct
Candidates are required to submit an essay(s) for acceptance
Tuition fees
Domestic
0 USD
Domestic (Out of State)
0 USD
International
0 USD
Scholarships
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To help students navigate this challenging process, we recommend the following articles:
Telecommunications Systems
30 Oct, 2023Application Deadline
Engineering - Electrical and ElectronicMain Subject Area
Programme overview
Main Subject
Engineering - Electrical and Electronic
Degree
PhD
Study Level
PHD
Study Mode
On Campus
- To this end, several strategies will be proposed and tested. Among these, the technique that deploys Multi-scale Multi-level for the input face will be explored. Another objective of the doctoral training is to develop or explore the use of deep Transformers in the domain of facial video analysis.
- Thus, instead of developing a way by which the individual image descriptors or decisions can be fused in order to characterize the face dynamics, a direct solution is thought. The doctoral studies will evaluate several strategies by which Transformers can be trained and tested on the video sequence.
- For instance, the first strategy is to consider the video frames as individual patches that are stamped in the timeline. Other strategies can consider the patches in the 3D volume of the video.
Programme overview
Main Subject
Engineering - Electrical and Electronic
Degree
PhD
Study Level
PHD
Study Mode
On Campus
- To this end, several strategies will be proposed and tested. Among these, the technique that deploys Multi-scale Multi-level for the input face will be explored. Another objective of the doctoral training is to develop or explore the use of deep Transformers in the domain of facial video analysis.
- Thus, instead of developing a way by which the individual image descriptors or decisions can be fused in order to characterize the face dynamics, a direct solution is thought. The doctoral studies will evaluate several strategies by which Transformers can be trained and tested on the video sequence.
- For instance, the first strategy is to consider the video frames as individual patches that are stamped in the timeline. Other strategies can consider the patches in the 3D volume of the video.
Admission Requirements
Tuition fees
Domestic
Domestic (Out of State)
International
Scholarships
Selecting the right scholarship can be a daunting process. With countless options available, students often find themselves overwhelmed and confused. The decision can be especially stressful for those facing financial constraints or pursuing specific academic or career goals.
To help students navigate this challenging process, we recommend the following articles:
How to get a full scholarship
Looking for a fully-funded scholarship to see you into university? Find out how to boost your chances of getting one.
Scholarships to study abroad
Find scholarships to study abroad with our lists of international scholarships – categorized by country, by subject, and by type of student.
Scholarship Applications: Frequently Asked Questions
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