Ontology highlight
ABSTRACT:
SUBMITTER: Kolouri S
PROVIDER: S-EPMC4742369 | biostudies-literature | 2016 Mar
REPOSITORIES: biostudies-literature
Kolouri Soheil S Tosun Akif B AB Ozolek John A JA Rohde Gustavo K GK
Pattern recognition 20160301
We present a new approach to facilitate the application of the optimal transport metric to pattern recognition on image databases. The method is based on a linearized version of the optimal transport metric, which provides a linear embedding for the images. Hence, it enables shape and appearance modeling using linear geometric analysis techniques in the embedded space. In contrast to previous work, we use Monge's formulation of the optimal transport problem, which allows for reasonably fast comp ...[more]