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IEEE Standard for Performance Evaluation of Biometric Information: Facial Recognition
IEEE Std 2884-2023
Year: 2023
IEEE - The Institute of Electrical and Electronics Engineers, Inc.
Abstract: Requirements and testing methods for a facial recognition testing system for end user devices are discussed in this standard. System and security requirements, algorithm testing, testing methods, and criteria-level definitions are defined. Key metrics for quantized performance evaluation indexes including false accept rate (FAR), false reject rate (FRR), attack presentation false acceptance (APFAR), and bona fide presentation false rejection rate (BFPFRR) are also defined. Criteria levels for testing the performance indexes are specified, including the detailed steps, environment, and minimum requirements.
Subject: test
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Statistics
IEEE Standard for Performance Evaluation of Biometric Information: Facial Recognition
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| contributor author | IEEE - The Institute of Electrical and Electronics Engineers, Inc. | |
| date accessioned | 2024-12-17T08:09:55Z | |
| date available | 2024-12-17T08:09:55Z | |
| date copyright | 15 September 2023 | |
| date issued | 2023 | |
| identifier other | 10251762.pdf | |
| identifier uri | http://yse.yabesh.ir/std;query=autho1626AF679D40527361598F1ED52F014A/handle/yse/336413 | |
| description abstract | Requirements and testing methods for a facial recognition testing system for end user devices are discussed in this standard. System and security requirements, algorithm testing, testing methods, and criteria-level definitions are defined. Key metrics for quantized performance evaluation indexes including false accept rate (FAR), false reject rate (FRR), attack presentation false acceptance (APFAR), and bona fide presentation false rejection rate (BFPFRR) are also defined. Criteria levels for testing the performance indexes are specified, including the detailed steps, environment, and minimum requirements. | |
| language | English | |
| publisher | IEEE - The Institute of Electrical and Electronics Engineers, Inc. | |
| title | IEEE Standard for Performance Evaluation of Biometric Information: Facial Recognition | en |
| title | IEEE Std 2884-2023 | num |
| type | standard | |
| page | 29 | |
| status | Active | |
| tree | IEEE - The Institute of Electrical and Electronics Engineers, Inc.:;2023 | |
| contenttype | fulltext | |
| subject keywords | test | |
| subject keywords | biometric | |
| subject keywords | facial recognition | |
| subject keywords | performance | |
| subject keywords | end user device | |
| subject keywords | IEEE 2884™ | |
| identifier DOI | 10.1109/IEEESTD.2023.10251762 |