Overview
Context of A robust and accurate facial 3D reconstruction method from images acquired by mobile devices at home for facial growth monitorin g project at University of Dundee
In Computer Vision, 3D reconstruction of the face from images acquired with uncalibrated cameras is a well-studied problem. Highly accurate 3D models can be obtained from multiple images with optimization-based methods relying on motion analysis and geometrical constraints . Recently, deep learning approaches combining geometry and light properties estimation have emerged. While they achieve impressive results and allow reconstruction from images captured by laypersons, their applicability for anatomical measurement has not been validated. Moreover, these methods do not leverage all the progress made to integrate multi-view geometry constraints in deep learning-based Structure-from-Motion
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Visit programme websiteProgramme Structure
- In the proposed research, we will build upon these recent works and aim to produce an accurate facial 3D reconstruction method combining the well-established strengths of traditional geometry-based 3D reconstruction with the versatility of deep-learning-based facial reconstruction.
- Another important aspect of the envisaged system will be its robustness to challenging conditions due to the acquisition of the images being done by laypersons at home.
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Visit programme websiteKey information
Duration
- Full-time
- 36 months
Start dates & application deadlines
- StartingApply anytime.
- StartingApplication deadline not specified.
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Disciplines
Mechanical Engineering Human Computer Interaction Artificial Intelligence View 22 other PhDs in Artificial Intelligence in United KingdomExplore more key information
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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.
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Visit programme websiteTuition Fee
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International
25305 GBP/yearTuition FeeBased on the tuition of 25305 GBP per year during 36 months. -
National
4825 GBP/yearTuition FeeBased on the tuition of 4825 GBP per year during 36 months.
Living costs for Dundee
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Funding
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Scholarships Information
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