US 2025/0166348 A1 · SYSTEMS AND METHODS FOR AUTOMATICALLY CLUSTERING SIMILAR OBJECTS IN IMAGES

Abstract

A method for automatically clustering similar objects in images includes accessing a plurality of video frames of a video. The method further includes identifying a plurality of objects from the plurality of video frames. The method further includes generating 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. The method further includes determining, using the composite vectors for the plurality of objects, a plurality of similar objects. The method further includes displaying images of one or more of the plurality of similar objects in a graphical user interface.

Claims20

Dependent claims

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 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.

13 more elements

A method by a computing system for automatically clustering similar objects in images, the method comprising:

accessing a plurality of video frames of a video;
identifying a plurality of objects from the plurality of video frames by:
generating 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;
generating 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;
determining, using the composite vectors for the plurality of objects, a plurality of similar objects;
and
displaying images of one or more of the plurality of similar objects in a graphical user interface.

9 more elements

One or more computer-readable non-transitory storage media embodying instructions that, when executed by a processor, cause the processor 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 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.

9 more elements

Dependencies are inferred from the claim text.

Systems and methods for automatically clustering similar objects in images

Life of this patent

Systems and methods for automatically clustering similar objects in images

Life of this patent

Abstract

Claims20