- Geodesic Methods: Image Segmentation, Active Contours Revisited. Applications to Medical Imaging.
- Deformable Models: Edge-based or Region-based active contours, curve and surface Reconstruction, Image Segmentation and Restoration.
- Machine Learning: Object segmentation and recognition.
Background
Research Interests: Working on different problems involving Variational Methods and Partial Differential Equations for Image Analysis and Computer Vision, like Geodesic Methods, Deformable Models, and Machine Learning.