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:
Jun. 16, 2026

Filed:

Oct. 25, 2023
Applicant:

Exo Imaging, Inc., Santa Clara, CA (US);

Inventors:

Xuebin Qin, Edmonton, CA;

Zichen Zhang, Edmonton, CA;

Masood Dehghan, Edmonton, CA;

Dornoosh Zonoobi, Edmonton, CA;

Assignee:

Exo Imaging, Inc., Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/143 (2017.01); G06N 3/08 (2023.01); G06N 7/01 (2023.01); G06T 3/40 (2006.01); G16H 30/40 (2018.01);
U.S. Cl.
CPC ...
G06T 7/143 (2017.01); G06N 3/08 (2013.01); G06N 7/01 (2023.01); G06T 3/40 (2013.01); G16H 30/40 (2018.01); G06T 2207/10132 (2013.01); G06T 2207/20076 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30004 (2013.01);
Abstract

A device receives an image. The image is applied to a sequence of encoders that includes a first encoder and one or more subsequent encoders, each including a U network encoder which performs convolution neural network processing. The one or more subsequent encoders receive a down-sampled version of the image from a prior encoder. The sequence of encoders form a first dimension orthogonal to the orthogonal dimension. A result of the sequence of encoders is applied to a sequence of decoders that includes a first decoder and one or more subsequent decoders. A respective decoder comprises a U network decoder that performs convolution neural network processing of an up-sampled version of the image from the first decoder. Probability outputs are produced from paired encoders and decoders in the sequence of encoders and the sequence of decoders. The probability outputs are combined to form a final output.


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