ALEXANDRIA, Va., Oct. 28 -- United States Patent no. 12,450,919, issued on Oct. 21, was assigned to HERE GLOBAL B.V. (Eindhoven, Netherlands).

"Method, apparatus, and system for providing machine learning-based registration of imagery with different perspectives" was invented by Tero Juhani Keski-Valkama (Zurich, Switzerland) and Reinhard Walter Kohn (Berlin).

According to the abstract* released by the U.S. Patent & Trademark Office: "An approach is provided for machine learning-based registration of imagery with different perspectives. The approach, for example, involves retrieving a first training image and a second training image. The first training image depicts a geographic area from a first perspective and the second training image ...