公开(公告)号：US11810385B2

公开(公告)日：2023-11-07

申请号：US17135315

申请日：2020-12-28

Applicant: Microsoft Technology Licensing, LLC

Inventor： Dongdong Chen ,  Dengpan Fu ,  Jingdong Wang ,  Jianmin Bao

IPC: G06V40/10 ,  G06V20/20 ,  G06F18/22 ,  G06F18/25

CPC classification number: G06V40/10 ,  G06F18/22 ,  G06F18/25 ,  G06V20/20

Abstract: A computer-vision method includes recognizing a feature representation of a query image depicting an unknown subject. A similarity score is computed between the representation of the query image and feature representations of a plurality of gallery images collectively depicting two or more different subjects with at least two or more gallery images for each subject, and each gallery image having a label identifying which of the subjects is depicted. One or more updated feature representations of the query image are sequentially iterated based on one or more of the computed similarity scores. For each of the one or more updated feature representations, an updated similarity score is computed between the updated feature representation and the feature representations of each of the gallery images. The unknown subject is identified based on a gallery image having a highest updated similarity score.