The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 14, 2026

Filed:

Jul. 28, 2023
Applicant:

Landingai Inc., Palo Alto, CA (US);

Inventors:

Abdelhamid Bouzid, Louisville, KY (US);

Mark William Sabini, River Edge, NJ (US);

Bastian Diaz Renjifo, Santiago, CL;

Whitney Wentworth Blodgett, San Francisco, CA (US);

Kai Yang, Fremont, CA (US);

Andrew Yan-Tak Ng, Camas, WA (US);

Daniel Bibireata, Bellevue, WA (US);

Assignee:

LandingAI Inc., Palo Alto, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/764 (2022.01); G06V 10/771 (2022.01); G06V 10/80 (2022.01);
U.S. Cl.
CPC ...
G06V 10/764 (2022.01); G06V 10/771 (2022.01); G06V 10/80 (2022.01);
Abstract

A device inputs a raw image into a machine learning model, and receives a predicted image comprising a plurality of masks as output from the machine learning model, each mask of the plurality of masks surrounding a plurality of pixels predicted to correspond to a given classification predicted by the machine learning model. The device inputs the raw image and the predicted image into a refinement model, and receives, as output from the refinement model, revised boundaries for each mask of the plurality of masks, the revised boundaries generated by fusing each mask with a boundary determined from the raw image by using a segmentation model. The device outputs classifications for each pixel of the raw image based on the revised boundaries.


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