ALEXANDRIA, Va., Oct. 28 -- United States Patent no. 12,456,301, issued on Oct. 28, was assigned to MILESTONE SYSTEMS A/S (Brondby, Denmark).

"Method of training a machine learning algorithm to identify objects or activities in video surveillance data" was invented by Kamal Nasrollahi (Brondby, Denmark).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method of training a machine learning algorithm to identify objects or activities in video surveillance data comprises generating a 3D simulation of a real environment from video surveillance data captured by at least one video surveillance camera installed in the real environment. Objects or activities are synthesized within the simulated 3D environment and the...