FIELD: data processing.
SUBSTANCE: invention relates to biometrics, in particular to identification of a person by an image of his/her hand. Palm vein pattern recognition system comprises: a palm image reader in communication with a remote processing device. Palm image reading device comprises: a means of illuminating the palm with infrared radiation; palm imaging means; correction means, means of transmitting image data to a remote processing device. Remote processing device comprises a palm recognition facility, an identification facility and an access facility. Palm recognition means is configured to simulate an image of a palm with a modified vein pattern at low temperatures for training the neural network and recognizing the palm vein pattern by the trained neural network at low temperatures; training algorithm is based on a neural network which implements the function of displaying a pattern of veins of palms from a plurality of images into a plurality of biometric templates.
EFFECT: high accuracy and speed of identifying a person from an image of his/her hand at low temperatures.
3 cl, 7 dwg
Title | Year | Author | Number |
---|---|---|---|
PALM VEIN RECOGNITION SYSTEM | 2024 |
|
RU2834594C1 |
USER IDENTIFICATION SYSTEM | 2024 |
|
RU2835760C1 |
USER IDENTIFICATION SYSTEM | 2024 |
|
RU2839244C1 |
METHOD FOR PERSONAL IDENTIFICATION BASED ON THE HAND VEIN PATTERN | 2020 |
|
RU2761776C1 |
METHOD FOR IDENTIFICATION OF PERSON BY PATTERN OF VEINS OF PALM | 2020 |
|
RU2788590C1 |
METHOD, TERMINAL AND SYSTEM FOR BIOMETRIC IDENTIFICATION | 2023 |
|
RU2815689C1 |
METHOD, TERMINAL AND SYSTEM FOR BIOMETRIC IDENTIFICATION | 2022 |
|
RU2798179C1 |
BIOMETRIC IDENTIFICATION SYSTEM AND METHOD FOR BIOMETRIC IDENTIFICATION | 2022 |
|
RU2791821C1 |
METHOD FOR PERSONALITY AUTHENTICATION BY FINGERPRINTS AND DEVICE FOR ITS IMPLEMENTATION | 2007 |
|
RU2355307C2 |
BIOMETRIC SYSTEM OF FORMING IMAGES OF VEINS | 2017 |
|
RU2667371C1 |
Authors
Dates
2025-02-11—Published
2024-06-24—Filed