Lisa A Mccoy

US Patent:

20210097344, Apr 1, 2021

Filed:

Sep 27, 2019

Appl. No.:

16/586465

Inventors:

- Waltham MA, US
Stephen J. Raif - Sachse TX, US
Philip A. Sallee - South Riding VA, US
Jeffrey S. Klein - Fairfax VA, US
Steven A. Israel - Fairfax VA, US
Franklin Tanner - Ashburn VA, US
Shane A. Zabel - Dallas TX, US
James Talamonti - McLean VA, US
Lisa A. Mccoy - Springfield VA, US

International Classification:

G06K 9/62
G06K 9/32
G06K 9/68

Abstract:

A machine receives a large image having large image dimensions that exceed memory threshold dimensions. The large image includes metadata. The machine adjusts an orientation and a scaling of the large image based on the metadata. The machine divides the large image into a plurality of image tiles, each image tile having tile dimensions smaller than or equal to the memory threshold dimensions. The machine provides the plurality of image tiles to an artificial neural network. The machine identifies, using the artificial neural network, at least a portion of the target in at least one image tile. The machine identifies the target in the large image based on at least the portion of the target being identified in at least one image tile.