Distance, local linear structure and the picture clustering which uses the affine symmetry

摘要

The system and the method regarding the clustering picture of the object which is seen from the point of view position which differs are disclosed. Namely, n of not yet classification as when it can give the picture set of object, the teacher there is no algorithm, each subset includes only the picture of single object, N it groups the picture in disjointed subset. Clustering method utilizes the extensive geometric framework which utilizes the interaction with geometry of the appearance manifold and symmetry of two dimensional affine group.