Research and prospect of standard for biometric multi-modal fusion used with mobile devices
Aiming at the problem of inconsistent biometric multi-modal fusion technology framework for mobile devices and lack of standards, a unified technical framework of multi-modal fusion standards was proposed.Firstly, the current status of standardization related to biometric used with mobile device was...
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2021-01-01
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| Series: | Dianxin kexue |
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| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2021007/ |
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| author | Guanchen LIN Zhifei WANG |
| author_facet | Guanchen LIN Zhifei WANG |
| author_sort | Guanchen LIN |
| collection | DOAJ |
| description | Aiming at the problem of inconsistent biometric multi-modal fusion technology framework for mobile devices and lack of standards, a unified technical framework of multi-modal fusion standards was proposed.Firstly, the current status of standardization related to biometric used with mobile device was analyzed.Secondly, the local recognition and remote recognition application modes of mobile device biometrics standards were studied, and then four sub-multimodal fusion classification methods of multi-feature, multi-algorithm, multi-instance, and multi-sensor were analyzed and proposed.Then, four levels of multi-modal fusion were researched and proposed: sample-level fusion, feature-level fusion, score-level fusion, and decision-level fusion, and a standard technical framework for biometric multi-modal fusion for mobile devices was proposed.Finally, prospects for the application of biometric multi-modal fusion technology were given. |
| format | Article |
| id | doaj-art-d84b4b2a101a42a08af1eedd9f54ac29 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2021-01-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-d84b4b2a101a42a08af1eedd9f54ac292025-01-15T03:25:39ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012021-01-0137323859806281Research and prospect of standard for biometric multi-modal fusion used with mobile devicesGuanchen LINZhifei WANGAiming at the problem of inconsistent biometric multi-modal fusion technology framework for mobile devices and lack of standards, a unified technical framework of multi-modal fusion standards was proposed.Firstly, the current status of standardization related to biometric used with mobile device was analyzed.Secondly, the local recognition and remote recognition application modes of mobile device biometrics standards were studied, and then four sub-multimodal fusion classification methods of multi-feature, multi-algorithm, multi-instance, and multi-sensor were analyzed and proposed.Then, four levels of multi-modal fusion were researched and proposed: sample-level fusion, feature-level fusion, score-level fusion, and decision-level fusion, and a standard technical framework for biometric multi-modal fusion for mobile devices was proposed.Finally, prospects for the application of biometric multi-modal fusion technology were given.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2021007/biometricmulti-modal fusionstandardmobile device |
| spellingShingle | Guanchen LIN Zhifei WANG Research and prospect of standard for biometric multi-modal fusion used with mobile devices Dianxin kexue biometric multi-modal fusion standard mobile device |
| title | Research and prospect of standard for biometric multi-modal fusion used with mobile devices |
| title_full | Research and prospect of standard for biometric multi-modal fusion used with mobile devices |
| title_fullStr | Research and prospect of standard for biometric multi-modal fusion used with mobile devices |
| title_full_unstemmed | Research and prospect of standard for biometric multi-modal fusion used with mobile devices |
| title_short | Research and prospect of standard for biometric multi-modal fusion used with mobile devices |
| title_sort | research and prospect of standard for biometric multi modal fusion used with mobile devices |
| topic | biometric multi-modal fusion standard mobile device |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2021007/ |
| work_keys_str_mv | AT guanchenlin researchandprospectofstandardforbiometricmultimodalfusionusedwithmobiledevices AT zhifeiwang researchandprospectofstandardforbiometricmultimodalfusionusedwithmobiledevices |