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Go with the flow: Optical flow-based transport operators for image manifolds
2011
2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton)
Image articulation manifolds (IAMs) play a central conceptual role in a host of computer vision and image understanding problems. The core premise is that we can view a collection of images, each of which is indexed by a small number of degrees of freedom (3D camera pose, motion/deformation, etc.), as a low-dimensional nonlinear manifold. In order to perform parameter estimation and navigation on an IAM, we require a transport operator that traverses the manifold from image to image. The two
doi:10.1109/allerton.2011.6120390
dblp:conf/allerton/SankaranarayananHNB11
fatcat:7yndldtnbfea7orpytxzdghm4a