FR3109457B1 - Procédé de détection d’attaque par présentation pour des empreintes digitales - Google Patents

Procédé de détection d’attaque par présentation pour des empreintes digitales Download PDF

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Publication number
FR3109457B1
FR3109457B1 FR2003840A FR2003840A FR3109457B1 FR 3109457 B1 FR3109457 B1 FR 3109457B1 FR 2003840 A FR2003840 A FR 2003840A FR 2003840 A FR2003840 A FR 2003840A FR 3109457 B1 FR3109457 B1 FR 3109457B1
Authority
FR
France
Prior art keywords
fingerprints
detection method
attack detection
presentation attack
presentation
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
FR2003840A
Other languages
English (en)
French (fr)
Other versions
FR3109457A1 (fr
Inventor
Joannes Falade
Sandra Cremer
Christophe Rosenberger
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.)
Imprimerie Nationale
Original Assignee
Imprimerie Nationale
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 Imprimerie Nationale filed Critical Imprimerie Nationale
Priority to FR2003840A priority Critical patent/FR3109457B1/fr
Priority to EP21717098.4A priority patent/EP4136565A1/de
Priority to PCT/EP2021/059492 priority patent/WO2021209412A1/fr
Publication of FR3109457A1 publication Critical patent/FR3109457A1/fr
Application granted granted Critical
Publication of FR3109457B1 publication Critical patent/FR3109457B1/fr
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V40/12—Fingerprints or palmprints
    • G06V40/1382—Detecting the live character of the finger, i.e. distinguishing from a fake or cadaver finger
    • G06V40/1388—Detecting the live character of the finger, i.e. distinguishing from a fake or cadaver finger using image processing
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2411—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on the proximity to a decision surface, e.g. support vector machines
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/54—Extraction of image or video features relating to texture
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
    • G06V10/758—Involving statistics of pixels or of feature values, e.g. histogram matching
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/98—Detection or correction of errors, e.g. by rescanning the pattern or by human intervention; Evaluation of the quality of the acquired patterns
    • G06V10/993—Evaluation of the quality of the acquired pattern
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V40/12—Fingerprints or palmprints
    • G06V40/1347—Preprocessing; Feature extraction
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V40/12—Fingerprints or palmprints
    • G06V40/1365—Matching; Classification
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/46—Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features
    • G06V10/467—Encoded features or binary features, e.g. local binary patterns [LBP]

Landscapes

  • 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)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Quality & Reliability (AREA)
  • General Health & Medical Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Collating Specific Patterns (AREA)
  • Image Analysis (AREA)
FR2003840A 2020-04-16 2020-04-16 Procédé de détection d’attaque par présentation pour des empreintes digitales Active FR3109457B1 (fr)

Priority Applications (3)

Application Number Priority Date Filing Date Title
FR2003840A FR3109457B1 (fr) 2020-04-16 2020-04-16 Procédé de détection d’attaque par présentation pour des empreintes digitales
EP21717098.4A EP4136565A1 (de) 2020-04-16 2021-04-13 Verfahren zur erkennung eines angriffs durch darstellung von fingerabdrücken
PCT/EP2021/059492 WO2021209412A1 (fr) 2020-04-16 2021-04-13 Procede de detection d'attaque par presentation pour des empreintes digitales

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
FR2003840 2020-04-16
FR2003840A FR3109457B1 (fr) 2020-04-16 2020-04-16 Procédé de détection d’attaque par présentation pour des empreintes digitales

Publications (2)

Publication Number Publication Date
FR3109457A1 FR3109457A1 (fr) 2021-10-22
FR3109457B1 true FR3109457B1 (fr) 2023-03-24

Family

ID=72088228

Family Applications (1)

Application Number Title Priority Date Filing Date
FR2003840A Active FR3109457B1 (fr) 2020-04-16 2020-04-16 Procédé de détection d’attaque par présentation pour des empreintes digitales

Country Status (3)

Country Link
EP (1) EP4136565A1 (de)
FR (1) FR3109457B1 (de)
WO (1) WO2021209412A1 (de)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN121392912A (zh) * 2025-08-28 2026-01-23 杭州晟邦元融数据安全技术有限公司 一种指纹传感器水滴图像判断方法及系统

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8098906B2 (en) * 2006-10-10 2012-01-17 West Virginia University Research Corp., Wvu Office Of Technology Transfer & Wvu Business Incubator Regional fingerprint liveness detection systems and methods

Also Published As

Publication number Publication date
EP4136565A1 (de) 2023-02-22
WO2021209412A1 (fr) 2021-10-21
FR3109457A1 (fr) 2021-10-22

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