US 12,469,276 B2
Systems and methods for automatically clustering similar objects in images
Ross Bates, Dallas, TX (US); and Paul Aarseth, Murphy, TX (US)
Assigned to Worlds Enterprises, Inc., Colleyville, TX (US)
Filed by Worlds Enterprises, Inc., Colleyville, TX (US)
Filed on Nov. 21, 2024, as Appl. No. 18/955,829.
Claims priority of provisional application 63/602,104, filed on Nov. 22, 2023.
Prior Publication US 2025/0166348 A1, May 22, 2025
Int. Cl. G06K 9/00 (2022.01); G06T 7/194 (2017.01); G06V 10/44 (2022.01); G06V 10/46 (2022.01); G06V 10/74 (2022.01); G06V 10/762 (2022.01); G06V 10/88 (2022.01); G06V 20/40 (2022.01); G06V 20/52 (2022.01); H04N 23/63 (2023.01)
CPC G06V 10/88 (2022.01) [G06T 7/194 (2017.01); G06V 10/457 (2022.01); G06V 10/46 (2022.01); G06V 10/761 (2022.01); G06V 10/762 (2022.01); G06V 20/40 (2022.01); G06V 20/46 (2022.01); G06V 20/52 (2022.01); H04N 23/631 (2023.01)] 17 Claims
OG exemplary drawing
 
1. A system comprising:
a camera;
one or more memory units; and
one or more computer processors communicatively coupled to the one or more memory units and configured to perform operations comprising:
access a plurality of video frames of a video;
identify a plurality of objects from the plurality of video frames by:
generating, using a segmentation algorithm, a plurality of masks, each mask comprising a set of neighboring pixels that are determined to be related; and
extracting the plurality of objects from the plurality of video frames based on the generated plurality of masks;
generate a plurality of composite vectors for the plurality of objects by:
generating a plurality of vectors for each particular object of the plurality of objects extracted from the plurality of video frames; and
generating a particular composite vector for each particular object by combining the plurality of vectors for the particular object;
determine, using the composite vectors for the plurality of objects, a plurality of similar objects; and
display images of one or more of the plurality of similar objects in a graphical user interface.