公开(公告)号：US20240168554A1

公开(公告)日：2024-05-23

申请号：US18515592

申请日：2023-11-21

Applicant: Nanjing University of Science and Technology

Inventor： Wentao WEI ,  Linyan REN ,  Bowen ZHOU

IPC: G06F3/01 ,  G06N3/08

CPC classification number: G06F3/015 ,  G06F3/017 ,  G06N3/08

Abstract: An objective of the present disclosure is to provide a domain adaptation method and system for gesture recognition, which relates to the field of gesture recognition technologies. The domain adaptation method for gesture recognition includes: obtaining a to-be-recognized target domain surface electromyography signal of a user; separately inputting the to-be-recognized target domain surface electromyography signal into multiple target domain gesture recognition models, to obtain target domain gesture recognition results under multiple source-specific views, where source domains of training data used by different target domain gesture recognition models are different; and determining a gesture category of the to-be-recognized target domain surface electromyography signal according to the gesture recognition results under multiple source-specific views and a weight under each source-specific view.