FR3100070B1 - Procédé de reconnaissance biométrique à contrôle de dérive et installation associée - Google Patents

Procédé de reconnaissance biométrique à contrôle de dérive et installation associée Download PDF

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Publication number
FR3100070B1
FR3100070B1 FR1909313A FR1909313A FR3100070B1 FR 3100070 B1 FR3100070 B1 FR 3100070B1 FR 1909313 A FR1909313 A FR 1909313A FR 1909313 A FR1909313 A FR 1909313A FR 3100070 B1 FR3100070 B1 FR 3100070B1
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FR
France
Prior art keywords
artificial intelligence
intelligence unit
biometric recognition
associated installation
recognition method
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
FR1909313A
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English (en)
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FR3100070A1 (fr
Inventor
Laurent Mercier
Stéphane Gentric
Aurélien Fenals
Olivier Heurtier
Laurent Kerautret
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Idemia Identity and Security France SAS
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Idemia Identity and Security France SAS
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Idemia Identity and Security France SAS filed Critical Idemia Identity and Security France SAS
Priority to FR1909313A priority Critical patent/FR3100070B1/fr
Priority to US16/998,710 priority patent/US11386716B2/en
Publication of FR3100070A1 publication Critical patent/FR3100070A1/fr
Application granted granted Critical
Publication of FR3100070B1 publication Critical patent/FR3100070B1/fr
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/30—Authentication, i.e. establishing the identity or authorisation of security principals
    • G06F21/31—User authentication
    • G06F21/32—User authentication using biometric data, e.g. fingerprints, iris scans or voiceprints
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/22—Matching criteria, e.g. proximity measures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/155—Segmentation; Edge detection involving morphological operators
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/774—Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/172—Classification, e.g. identification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/40—Spoof detection, e.g. liveness detection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/50—Maintenance of biometric data or enrolment thereof
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20036—Morphological image processing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Human Computer Interaction (AREA)
  • Computer Security & Cryptography (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Computer Hardware Design (AREA)
  • Medical Informatics (AREA)
  • Databases & Information Systems (AREA)
  • Computing Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Collating Specific Patterns (AREA)
  • Image Analysis (AREA)

Abstract

L’invention concerne un procédé de reconnaissance biométrique au moyen d’une unité d’intelligence artificielle (5) qui a accès à une mémoire (3) contenant au moins une image de référence d’une partie de corps d’un utilisateur et qui est agencée pour la comparer à au moins une image capturée d’une même partie de corps d’un candidat à la reconnaissance, le procédé comprenant l’étape de soumettre à l’unité d’intelligence artificielle des images d’entraînement présentant des parties de corps proches de celles de l’image de référence pour apprendre à l’unité d’intelligence artificielle à les rejeter, le procédé comprenant l’étape supplémentaire de soumettre à l’unité d’intelligence artificielle au moins une image anti-dérive pour que l’unité d’intelligence artificielle l’accepte. L'invention concerne également une installation associée. FIGURE DE L’ABREGE : Fig. 1
FR1909313A 2019-08-21 2019-08-21 Procédé de reconnaissance biométrique à contrôle de dérive et installation associée Active FR3100070B1 (fr)

Priority Applications (2)

Application Number Priority Date Filing Date Title
FR1909313A FR3100070B1 (fr) 2019-08-21 2019-08-21 Procédé de reconnaissance biométrique à contrôle de dérive et installation associée
US16/998,710 US11386716B2 (en) 2019-08-21 2020-08-20 Biometric recognition method with drift control, and an associated installation

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
FR1909313 2019-08-21
FR1909313A FR3100070B1 (fr) 2019-08-21 2019-08-21 Procédé de reconnaissance biométrique à contrôle de dérive et installation associée

Publications (2)

Publication Number Publication Date
FR3100070A1 FR3100070A1 (fr) 2021-02-26
FR3100070B1 true FR3100070B1 (fr) 2021-09-24

Family

ID=68807079

Family Applications (1)

Application Number Title Priority Date Filing Date
FR1909313A Active FR3100070B1 (fr) 2019-08-21 2019-08-21 Procédé de reconnaissance biométrique à contrôle de dérive et installation associée

Country Status (2)

Country Link
US (1) US11386716B2 (fr)
FR (1) FR3100070B1 (fr)

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB201710560D0 (en) * 2017-06-30 2017-08-16 Norwegian Univ Of Science And Tech (Ntnu) Detection of manipulated images
CN110163053B (zh) * 2018-08-02 2021-07-13 腾讯科技（深圳）有限公司 生成人脸识别的负样本的方法、装置及计算机设备
JP7205148B2 (ja) * 2018-10-04 2023-01-17 カシオ計算機株式会社 ロボット、制御方法、及び、プログラム

Also Published As

Publication number Publication date
FR3100070A1 (fr) 2021-02-26
US11386716B2 (en) 2022-07-12
US20210056334A1 (en) 2021-02-25

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