Guy Rosman

My main academic interests are:

Probabilistic modeling and understanding in robotic perception and computer vision.
Variational methods and Optimization techniques, efficient regularization and segmentation for images, 3D data, and motion.
Large-scale visual summaries for computer vision.
Nonlinear dimensionality reduction and Manifold learning.
Surgical video analysis, and computer understanding/interaction with the medical world.