公开(公告)号：US20230206612A1

公开(公告)日：2023-06-29

申请号：US17999709

申请日：2020-06-24

Applicant: Intel Corporation

Inventor： Sangeeta Ghangam MANEPALLI ,  Siew Wen CHIN ,  Ping GUO ,  Qi SHE ,  Yingzhe SHEN ,  Lidan ZHANG ,  Yimin ZHANG

IPC: G06V10/80 ,  G06V40/16 ,  G06V10/774 ,  G06V10/776 ,  G06V10/62

CPC classification number: G06V10/809 ,  G06V10/62 ,  G06V10/774 ,  G06V10/776 ,  G06V40/161

Abstract: Disclosed herein are systems, methods, and devices for using adaptive learning to identify objects. An object-identifying device performs a first object identification based on one or more features of a first modality of an object retrieved from an image frame including the object and a first database including first modality identification features. A second object identification is performed based on one or more features of a second modality of the object retrieved from the image frame and a second database including second modality identification features. The second database is updated by adaptively learning a new second modality identification feature according to a first identification result of the first object identification. The second object identification is trained with the updated second database and determines a final identification result by integrating a first identification result of the first object identification and a second identification result of the second object identification.