Method and apparatus for optimizing model applicable to pattern recognition, and terminal device

    公开(公告)号:US10825447B2

    公开(公告)日:2020-11-03

    申请号:US16313044

    申请日:2017-06-21

    Abstract: Embodiments of the present invention relate to a method and an apparatus for optimizing a model applicable to pattern recognition, and a terminal device. The terminal device receives a universal model delivered by a server, where the universal model includes an original feature parameter; recognizes target information by using the universal model, and collects a plurality of local samples; when a model optimization condition is met, corrects the original feature parameter by using a first training algorithm to obtain a new feature parameter; and optimizes the universal model according to a second training algorithm and the new feature parameter, to obtain an optimized universal model. That is, in the present invention, the terminal device further optimizes, according to the collected local samples, the universal model received from the server to obtain a relatively personalized model applicable to pattern recognition.

    Fingerprint information obtaining method and fingerprint recognition apparatus

    公开(公告)号:US10997394B2

    公开(公告)日:2021-05-04

    申请号:US16852573

    申请日:2020-04-20

    Abstract: A terminal display scanning method for optical fingerprint recognition is provided, the method includes: if a start operation on a terminal screen is detected, obtaining a first vector set, where the first vector set includes A data vectors that are mutually orthogonal or mutually quasi-orthogonal, each of the data vectors includes a plurality of data elements, and A is an integer greater than 1; sequentially using the data elements in each of the data vectors to control light emitting of minimum pixel units in a fingerprint recognition area until controlling light emitting of all the minimum pixel units in the fingerprint recognition area is completed, to obtain a second vector set corresponding to the fingerprint recognition area, where the second vector set carries fingerprint information; and demodulating the second vector set by using the first vector set to obtain all fingerprint information in the fingerprint recognition area.

    FINGERPRINT INFORMATION OBTAINING METHOD AND FINGERPRINT RECOGNITION APPARATUS

    公开(公告)号:US20200250391A1

    公开(公告)日:2020-08-06

    申请号:US16852573

    申请日:2020-04-20

    Abstract: A terminal display scanning method for optical fingerprint recognition is provided, the method includes: if a start operation on a terminal screen is detected, obtaining a first vector set, where the first vector set includes A data vectors that are mutually orthogonal or mutually quasi-orthogonal, each of the data vectors includes a plurality of data elements, and A is an integer greater than 1; sequentially using the data elements in each of the data vectors to control light emitting of minimum pixel units in a fingerprint recognition area until controlling light emitting of all the minimum pixel units in the fingerprint recognition area is completed, to obtain a second vector set corresponding to the fingerprint recognition area, where the second vector set carries fingerprint information; and demodulating the second vector set by using the first vector set to obtain all fingerprint information in the fingerprint recognition area.

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