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:
Oct. 03, 2023

Filed:

Jan. 27, 2023
Applicant:

Fudan University, Shanghai, CN;

Inventors:

Li Zhang, Shanghai, CN;

Qiang Wan, Shanghai, CN;

Jiachen Lu, Shanghai, CN;

Zilong Huang, Shanghai, CN;

Gang Yu, Shanghai, CN;

Assignee:

FUDAN UNIVERSITY, Shanghai, CN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/77 (2022.01); G06V 10/94 (2022.01); G06V 20/70 (2022.01); G06V 10/80 (2022.01); G06N 3/0464 (2023.01); G06V 10/26 (2022.01);
U.S. Cl.
CPC ...
G06V 10/7715 (2022.01); G06N 3/0464 (2023.01); G06V 10/26 (2022.01); G06V 10/806 (2022.01); G06V 10/95 (2022.01); G06V 20/70 (2022.01);
Abstract

A squeeze-enhanced axial transformer (SeaFormer) for mobile semantic segmentation is disclosed, including a shared stem, a context branch, a spatial branch, a fusion module and a light segmentation head, wherein the shared stem produces a feature map; the context branch obtains context-rich information; the spatial branch obtains spatial information; the fusion module incorporates the features in the context branch into the spatial branch; and the light segmentation head receives the feature from the fusion module and output the results. This application is also related to the layer of the SeaFormer, as well as methods thereof.


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