Investigating Image Manifolds of 3D Objects: Learning, Shape Analysis, and Comparisons

Benjamin Beaudett, Shenyuan Liang, Anuj Srivastava

Despite high-dimensionality of images, the sets of images of 3D objects have long been hypothesized to form low-dimensional manifolds. What is the nature of such manifolds? How do…