Squeeze-enhanced axial transformer, its layer and methods thereof

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United States of America Patent

PATENT NO 11776240
SERIAL NO

18160670

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Abstract

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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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Patent Owner(s)

Patent OwnerAddress
FUDAN UNIVERSITY200433 NO 220 HANDAN ROAD SHANGHAI YANGPU DISTRICT SHANGHAI CITY SHANGHAI CITY 200433

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Huang, Zilong Shanghai, CN 5 3
Lu, Jiachen Shanghai, CN 1 0
Wan, Qiang Shanghai, CN 50 39
Yu, Gang Shanghai, CN 428 4075
Zhang, Li Shanghai, CN 2428 32206

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