Erkennungsverfahren, Erkennungsausrüstung, Vorrichtung und Medium zur Erkennung eines Persönlichen Zustandes auf der Basis von Multimodalen Daten

Details

Veröffentlichungs-Nr.

EP4760592

Anmeldetag

4. November 2025

Veröffentlichung

17. Juni 2026

Rechtsraum

EP

Abstract

The present application relates to a recognition method, equipment, device and medium for recognizing a personal state based on multi-modal data. The recognition method includes: acquiring sample physiological data in a plurality of modes of a plurality of subjects respectively in each state preset by a state classifier; acquiring multi-modal to-be-analyzed physiological data of a target person; enhancing the sample physiological data by applying a GAN to obtain augmented baseline data; extracting multi-modal graph features of the normalized baseline data by applying a GCN to obtain state features related to each state preset by the state classifier; with the normalized baseline data including the state features as a source domain and the multi-modal to-be-analyzed physiological data as a target domain, performing transfer adaptation from the source domain to the target domain by applying a domain adaptation network so as to extract individual-independent objective physiological data features in the multi-modal to-be-analyzed physiological data; and inputting the individual-independent objective physiological data features to the state classifier so as to determine the personal state of the target person according to an output result of the state classifier.

Anmelder

Firma

Kingfar International Inc.

Land

🇨🇳 China