FlowWeb: Joint Image Set Alignment by Weaving Consistent, Pixel-wise Correspondences
Given a set of poorly aligned images of the same visual concept without any annotations, we propose an algorithm to jointly bring them into pixel-wise correspondence by estimating a FlowWeb representation of the image set. FlowWeb is a fully-connected correspondence flow graph with each node representing an image, and each edge representing the correspondence flow field between a pair of images, i.e.
https://people.eecs.berkeley.edu/~tinghuiz/projects/flowWeb/