Advanced Computer Vision (at SEAS)

Harvard GSD

Vision as an ill-posed inverse problem: image formation, two-dimensional signal processing; feature analysis; image segmentation; color, texture, and shading; multiple-view geometry; object and scene recognition; and applications.Required Preparation. CS 2831 assumes students have had significant programming experience with Python and NumPy, ideally with some exposure to PyTorch or JAX. Experience with Matlab or Julia can be a viable substitute for students who are self-motivated to…