Objective
Moving deformable structures are now key phenomena in a growing number applications (bio-medical imagery, human motion analysis, fluid mecanics, crash tests, etc). Extracting, interpreting and visualizing qualitative and/or quantitative information on moving deformable structures (from image sequences) requires a deep understanding of the complex interactions between motion, distortion, and imaging process.
The objective of this research (which will be pursued in candidacy for french PhD degree) is to develop a comprehensive model-based framework for: - the representation of 3D+t (spatio-temporal) deformable structures - the segmentation of these structures in image sequences - the tracking of 3D deformable structures over long image sequences - the interpretation of deformable motion, within an application in medical imagery (Magnetic Resonance Imagery).
To this end, statistical and physics-based models will be considered, with a special emphasis on statistical approaches. Statistical model identification techniques, bayesian model-based image segmentation, recursive temporal filtering and statistical-based interpretation methods will be investigated.
This project will be conducted at Louis-Pasteur University of Strasbour (Ecole Nationale Superieure de Physique de Strasbourg) in collaboration with IPB ("Institut de Physique Biologique", URA CNRS 1173), Strasbourg Hospital (extraction of moving organs from MRI images).
Fields of science (EuroSciVoc)
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
- natural sciences computer and information sciences artificial intelligence computer vision motion analysis
- natural sciences mathematics applied mathematics statistics and probability
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Programme(s)
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
Topic(s)
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Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Call for proposal
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Funding Scheme
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Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
Coordinator
67400 ILLKIRCH GRAFFENSTADEN
France
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