Data Assimilation for image processing, assimilation of images in models (2007-present)
- Segmentation and tracking using 4D-Var
- Divergence-free motion estimation
- Motion estimation with 4D-Var on long time windows
- Motion estimation from dynamics errors
- Non linear motion estimation with 4D-Var
- Recover missing data from image sequence
- Using variational data assimilation to solve ill-posed problems
- Data assimilation and machine learning (hybrid approaches)
Bio-Medical Image Analysis (2001-2007)
- 3D+t reconstructions from 3D image and 2D+t sequence
- Objects tracking using multi-modal and missing data
- Image processing on spherical surface
Remote Sensing Imaging (2006-2009)
- Segmentation of coconuts from high resolution satellite images
- Characterization and classification of coconut fields