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Human face test database management system and method for detection of human face recognition equipment

A technology of face recognition equipment and management method, applied in the field of test training database construction and management, can solve the problems of lack of unified specification and management of test database, differences in evaluation results, etc., so as to improve fairness, product quality, and data availability. retroactive effect

Pending Publication Date: 2020-10-16
THE THIRD RES INST OF MIN OF PUBLIC SECURITY
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Problems solved by technology

The test databases used by different testing agencies to test face recognition products lack unified standardization and management, resulting in differences in evaluation results due to differences in test databases

Method used

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  • Human face test database management system and method for detection of human face recognition equipment
  • Human face test database management system and method for detection of human face recognition equipment
  • Human face test database management system and method for detection of human face recognition equipment

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Embodiment Construction

[0050] In order to make the technical means, creative features, goals and effects achieved by the present invention easy to understand, the present invention will be further described below in conjunction with specific illustrations.

[0051] Aiming at the problems faced by the current face recognition product performance test scheme, this example provides a test database management scheme for face recognition equipment detection.

[0052] This test database management solution for face recognition product application detection combines the performance factors of face recognition products in actual application scenarios to scale and diversify the test database, and manage it according to the security level management mechanism, with a strict approval process.

[0053] As an example, the data source target set involved in this test database management solution covers electronic photos in built-in chips of resident ID cards, passports, driver’s licenses, etc. On-site living face...

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Abstract

The invention discloses a face test database management system for detection of face recognition equipment and a use method thereof. A scheme of the invention is based on a database archiving management module, an evaluation and annotation function module and a detection service function module. The database archiving management module performs hierarchical classification management according to data set annotation information and identifier coding rules based on user permission allocation. The evaluation and annotation function module performs data preprocessing and image annotation through aface detection algorithm and image processing, and sets a unique face image code or face video code according to the data set identifier coding rules, thereby constructing a large-scale normalized face test database. The detection service module effectively provides a test database meeting related standard requirements for performance detection of a face recognition product according to data setconfiguration rules, and provides a test result feedback statistics service after the test is finished. The related use method can effectively guarantee the safety of face image data for testing and the traceability of test information. According to the scheme, test database management support can be provided for inspection and detection of various face recognition products.

Description

technical field [0001] The invention relates to a management technology of a face test database, in particular to a face image test database used for face recognition performance index detection and a test training database construction and management technology supporting the development of a face recognition algorithm. Background technique [0002] As the most commonly used modality in the field of biometric identification, face recognition technology has been used in finance, justice, military, public security, border inspection, government, aerospace, electric power, factories, education, medical care, and many enterprises and institutions in recent years. has been widely used. [0003] The "False Acceptance Rate (FAR) and False Rejection Rate (FRR)" performance indicators are currently recognized as key performance evaluation indicators for face recognition in academia and business circles, and the face image database used in the evaluation has a significant impact on t...

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Application Information

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IPC IPC(8): G06F16/51G06K9/00
CPCG06F16/51G06V40/161G06V40/172G06V40/50G06V10/993G06V10/96G06V20/70G06T7/0002G06T2207/30168G06T2207/30201
Inventor 谢芳艺刘彩霞翁煜刘丹丹杨政予冯宗伟
Owner THE THIRD RES INST OF MIN OF PUBLIC SECURITY
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