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Title:
NON-CONTACT FATIGUE DETECTION METHOD AND SYSTEM
Document Type and Number:
WIPO Patent Application WO/2022/257187
Kind Code:
A1
Abstract:
A non-contact fatigue detection method and system. The method mainly comprises: sending a millimeter-wave radar signal to a person to be subjected to detection, receiving an echo signal reflected from said person, and determining a time-frequency domain feature, a non-linear feature and a timing feature of a vital sign signal (S101); acquiring a facial video image of said person, and performing facial detection and alignment on the basis of the facial video image, so as to extract a time domain feature and a space domain feature of the face of said person (S102); fusing the time-frequency domain feature, the non-linear feature and the timing feature of the vital sign signal with the time domain feature and the space domain feature of the face of said person, so as to obtain a fused feature (S103); and inputting the fused feature into a classifier to perform fatigue state recognition of said person, and determining whether said person is in a fatigued state (S104). By means of the method, two detection techniques are fused, thereby effectively suppressing the interference of subjective and objective factors, and improving the accuracy of fatigue detection.

Inventors:
LIU SANNVYA (CN)
YANG ZONGKAI (CN)
ZHAO LIANG (CN)
QIN HONGLIANG (CN)
DU YIMING (CN)
YE SHIHAO (CN)
ZHU XIAOLIANG (CN)
DAI ZHICHENG (CN)
Application Number:
PCT/CN2021/101744
Publication Date:
December 15, 2022
Filing Date:
June 23, 2021
Export Citation:
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Assignee:
UNIV CENTRAL CHINA NORMAL (CN)
International Classes:
A61B5/00
Foreign References:
CN111166357A2020-05-19
CN112401863A2021-02-26
CN112418095A2021-02-26
CN112686094A2021-04-20
CN111329455A2020-06-26
CN110115592A2019-08-13
US10292585B12019-05-21
US20170036541A12017-02-09
Attorney, Agent or Firm:
WUHAN HUAZHIYU INTELLECTUAL PROPERTY AGENCY CO., LTD. (CN)
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