EP3837634A1 - Procédés et appareil de reconnaissance faciale - Google Patents
Procédés et appareil de reconnaissance facialeInfo
- Publication number
- EP3837634A1 EP3837634A1 EP19849526.9A EP19849526A EP3837634A1 EP 3837634 A1 EP3837634 A1 EP 3837634A1 EP 19849526 A EP19849526 A EP 19849526A EP 3837634 A1 EP3837634 A1 EP 3837634A1
- Authority
- EP
- European Patent Office
- Prior art keywords
- requester
- visible light
- faceplate
- biometric
- face
- 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.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 106
- 230000001815 facial effect Effects 0.000 title claims description 57
- 238000005070 sampling Methods 0.000 claims abstract description 33
- 230000003287 optical effect Effects 0.000 claims description 37
- 238000005286 illumination Methods 0.000 claims description 14
- 230000004044 response Effects 0.000 claims description 10
- 238000001514 detection method Methods 0.000 description 78
- 238000004422 calculation algorithm Methods 0.000 description 76
- 230000005855 radiation Effects 0.000 description 43
- 238000005259 measurement Methods 0.000 description 39
- 238000012795 verification Methods 0.000 description 36
- 230000008569 process Effects 0.000 description 34
- 238000004891 communication Methods 0.000 description 30
- 238000012545 processing Methods 0.000 description 29
- 239000011159 matrix material Substances 0.000 description 28
- 238000003860 storage Methods 0.000 description 27
- 239000000523 sample Substances 0.000 description 25
- 238000013135 deep learning Methods 0.000 description 23
- 230000006870 function Effects 0.000 description 22
- 238000004458 analytical method Methods 0.000 description 17
- 238000004590 computer program Methods 0.000 description 15
- 239000011521 glass Substances 0.000 description 10
- 210000000887 face Anatomy 0.000 description 9
- 238000012360 testing method Methods 0.000 description 9
- 238000009826 distribution Methods 0.000 description 8
- 230000008901 benefit Effects 0.000 description 7
- 230000008859 change Effects 0.000 description 7
- 238000004364 calculation method Methods 0.000 description 6
- 230000007246 mechanism Effects 0.000 description 6
- 230000035515 penetration Effects 0.000 description 6
- 230000000007 visual effect Effects 0.000 description 6
- 210000004207 dermis Anatomy 0.000 description 5
- 238000010586 diagram Methods 0.000 description 5
- 238000005516 engineering process Methods 0.000 description 5
- 239000002245 particle Substances 0.000 description 5
- 230000002829 reductive effect Effects 0.000 description 5
- 238000012546 transfer Methods 0.000 description 5
- 238000003491 array Methods 0.000 description 4
- 239000000835 fiber Substances 0.000 description 4
- 230000006872 improvement Effects 0.000 description 4
- 230000000670 limiting effect Effects 0.000 description 4
- 238000007726 management method Methods 0.000 description 4
- 230000002787 reinforcement Effects 0.000 description 4
- 230000002207 retinal effect Effects 0.000 description 4
- 230000003068 static effect Effects 0.000 description 4
- 238000012549 training Methods 0.000 description 4
- 102100029235 Histone-lysine N-methyltransferase NSD3 Human genes 0.000 description 3
- 101100461044 Homo sapiens NSD3 gene Proteins 0.000 description 3
- 230000009471 action Effects 0.000 description 3
- 230000001413 cellular effect Effects 0.000 description 3
- 150000001875 compounds Chemical class 0.000 description 3
- 230000008878 coupling Effects 0.000 description 3
- 238000010168 coupling process Methods 0.000 description 3
- 238000005859 coupling reaction Methods 0.000 description 3
- 230000005670 electromagnetic radiation Effects 0.000 description 3
- 230000005021 gait Effects 0.000 description 3
- 230000014509 gene expression Effects 0.000 description 3
- 230000033001 locomotion Effects 0.000 description 3
- 238000012423 maintenance Methods 0.000 description 3
- 238000004519 manufacturing process Methods 0.000 description 3
- 238000010606 normalization Methods 0.000 description 3
- 208000002874 Acne Vulgaris Diseases 0.000 description 2
- 241001303601 Rosacea Species 0.000 description 2
- 206010000496 acne Diseases 0.000 description 2
- 238000013459 approach Methods 0.000 description 2
- 238000006243 chemical reaction Methods 0.000 description 2
- 230000001010 compromised effect Effects 0.000 description 2
- 238000013461 design Methods 0.000 description 2
- 230000004069 differentiation Effects 0.000 description 2
- 210000005069 ears Anatomy 0.000 description 2
- 230000007613 environmental effect Effects 0.000 description 2
- 208000000069 hyperpigmentation Diseases 0.000 description 2
- 230000003810 hyperpigmentation Effects 0.000 description 2
- 208000016339 iris pattern Diseases 0.000 description 2
- 238000010801 machine learning Methods 0.000 description 2
- 239000000463 material Substances 0.000 description 2
- 238000012544 monitoring process Methods 0.000 description 2
- 150000004032 porphyrins Chemical class 0.000 description 2
- 230000036544 posture Effects 0.000 description 2
- 201000004700 rosacea Diseases 0.000 description 2
- 239000004065 semiconductor Substances 0.000 description 2
- 210000003491 skin Anatomy 0.000 description 2
- 239000013589 supplement Substances 0.000 description 2
- 230000001360 synchronised effect Effects 0.000 description 2
- 208000009056 telangiectasis Diseases 0.000 description 2
- KJLPSBMDOIVXSN-UHFFFAOYSA-N 4-[4-[2-[4-(3,4-dicarboxyphenoxy)phenyl]propan-2-yl]phenoxy]phthalic acid Chemical compound C=1C=C(OC=2C=C(C(C(O)=O)=CC=2)C(O)=O)C=CC=1C(C)(C)C(C=C1)=CC=C1OC1=CC=C(C(O)=O)C(C(O)=O)=C1 KJLPSBMDOIVXSN-UHFFFAOYSA-N 0.000 description 1
- 206010004950 Birth mark Diseases 0.000 description 1
- 230000005457 Black-body radiation Effects 0.000 description 1
- 238000001712 DNA sequencing Methods 0.000 description 1
- 206010052128 Glare Diseases 0.000 description 1
- 230000003044 adaptive effect Effects 0.000 description 1
- 230000003542 behavioural effect Effects 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 230000036760 body temperature Effects 0.000 description 1
- 210000000988 bone and bone Anatomy 0.000 description 1
- 238000004040 coloring Methods 0.000 description 1
- 238000012790 confirmation Methods 0.000 description 1
- 238000007796 conventional method Methods 0.000 description 1
- 238000005388 cross polarization Methods 0.000 description 1
- 238000013500 data storage Methods 0.000 description 1
- 230000006837 decompression Effects 0.000 description 1
- 230000003247 decreasing effect Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 230000018109 developmental process Effects 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000008030 elimination Effects 0.000 description 1
- 238000003379 elimination reaction Methods 0.000 description 1
- 238000000605 extraction Methods 0.000 description 1
- 238000007667 floating Methods 0.000 description 1
- 230000004313 glare Effects 0.000 description 1
- 238000010438 heat treatment Methods 0.000 description 1
- 230000003993 interaction Effects 0.000 description 1
- 230000007774 longterm Effects 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 238000010295 mobile communication Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 210000003205 muscle Anatomy 0.000 description 1
- 206010033675 panniculitis Diseases 0.000 description 1
- 238000003909 pattern recognition Methods 0.000 description 1
- 230000002093 peripheral effect Effects 0.000 description 1
- 229920001690 polydopamine Polymers 0.000 description 1
- 238000003825 pressing Methods 0.000 description 1
- 238000011084 recovery Methods 0.000 description 1
- 230000009467 reduction Effects 0.000 description 1
- 238000009877 rendering Methods 0.000 description 1
- 238000012216 screening Methods 0.000 description 1
- 230000011218 segmentation Effects 0.000 description 1
- 210000004304 subcutaneous tissue Anatomy 0.000 description 1
- 238000001757 thermogravimetry curve Methods 0.000 description 1
- 230000001960 triggered effect Effects 0.000 description 1
- 238000010200 validation analysis Methods 0.000 description 1
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
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/10—Image acquisition
- G06V10/12—Details of acquisition arrangements; Constructional details thereof
- G06V10/14—Optical characteristics of the device performing the acquisition or on the illumination arrangements
- G06V10/141—Control of illumination
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—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]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—Extraction of image or video features
- G06V10/50—Extraction of image or video features by performing operations within image blocks; by using histograms, e.g. histogram of oriented gradients [HoG]; by summing image-intensity values; Projection analysis
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—Extraction of image or video features
- G06V10/60—Extraction of image or video features relating to illumination properties, e.g. using a reflectance or lighting model
-
- 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
- G06V40/161—Detection; Localisation; Normalisation
-
- 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
- G06V40/168—Feature extraction; Face representation
-
- 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
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L9/00—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols
- H04L9/08—Key distribution or management, e.g. generation, sharing or updating, of cryptographic keys or passwords
- H04L9/0861—Generation of secret information including derivation or calculation of cryptographic keys or passwords
- H04L9/0866—Generation of secret information including derivation or calculation of cryptographic keys or passwords involving user or device identifiers, e.g. serial number, physical or biometrical information, DNA, hand-signature or measurable physical characteristics
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L9/00—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols
- H04L9/32—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols including means for verifying the identity or authority of a user of the system or for message authentication, e.g. authorization, entity authentication, data integrity or data verification, non-repudiation, key authentication or verification of credentials
- H04L9/3226—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols including means for verifying the identity or authority of a user of the system or for message authentication, e.g. authorization, entity authentication, data integrity or data verification, non-repudiation, key authentication or verification of credentials using a predetermined code, e.g. password, passphrase or PIN
- H04L9/3231—Biological data, e.g. fingerprint, voice or retina
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Multimedia (AREA)
- Health & Medical Sciences (AREA)
- Computer Security & Cryptography (AREA)
- Oral & Maxillofacial Surgery (AREA)
- General Health & Medical Sciences (AREA)
- Human Computer Interaction (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Software Systems (AREA)
- General Engineering & Computer Science (AREA)
- Signal Processing (AREA)
- Computer Networks & Wireless Communication (AREA)
- Life Sciences & Earth Sciences (AREA)
- Data Mining & Analysis (AREA)
- Computer Hardware Design (AREA)
- Biodiversity & Conservation Biology (AREA)
- Biomedical Technology (AREA)
- Evolutionary Biology (AREA)
- Evolutionary Computation (AREA)
- Bioinformatics & Computational Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Artificial Intelligence (AREA)
- Collating Specific Patterns (AREA)
- Image Processing (AREA)
Abstract
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US201816104826A | 2018-08-17 | 2018-08-17 | |
PCT/US2019/043008 WO2020036710A1 (fr) | 2018-08-17 | 2019-07-23 | Procédés et appareil de reconnaissance faciale |
Publications (2)
Publication Number | Publication Date |
---|---|
EP3837634A1 true EP3837634A1 (fr) | 2021-06-23 |
EP3837634A4 EP3837634A4 (fr) | 2022-05-18 |
Family
ID=69525795
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP19849526.9A Pending EP3837634A4 (fr) | 2018-08-17 | 2019-07-23 | Procédés et appareil de reconnaissance faciale |
Country Status (7)
Country | Link |
---|---|
EP (1) | EP3837634A4 (fr) |
KR (1) | KR20210070278A (fr) |
AU (1) | AU2019322625A1 (fr) |
BR (1) | BR112021002904A2 (fr) |
CA (1) | CA3109748A1 (fr) |
MX (1) | MX2021001871A (fr) |
WO (1) | WO2020036710A1 (fr) |
Families Citing this family (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US11017211B1 (en) | 2012-09-07 | 2021-05-25 | Stone Lock Global, Inc. | Methods and apparatus for biometric verification |
US11017214B1 (en) | 2012-09-07 | 2021-05-25 | Stone Lock Global, Inc. | Methods and apparatus for biometric verification |
US11017212B2 (en) | 2012-09-07 | 2021-05-25 | Stone Lock Global, Inc. | Methods and apparatus for biometric verification |
US11017213B1 (en) | 2012-09-07 | 2021-05-25 | Stone Lock Global, Inc. | Methods and apparatus for biometric verification |
USD976904S1 (en) | 2020-12-18 | 2023-01-31 | Stone Lock Global, Inc. | Biometric scanner |
US11741252B1 (en) * | 2022-07-07 | 2023-08-29 | Sas Institute, Inc. | Parallel and incremental processing techniques for data protection |
Family Cites Families (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0909431B1 (fr) * | 1996-06-06 | 2002-05-08 | BRITISH TELECOMMUNICATIONS public limited company | Identification personnelle |
US7110580B2 (en) * | 2000-05-19 | 2006-09-19 | Nextgenid, Inc. | Distributed biometric access control method and apparatus |
US7856558B2 (en) * | 2004-10-21 | 2010-12-21 | Honeywell International Inc. | Biometric verification and duress detection system and method |
CN102467655A (zh) * | 2010-11-05 | 2012-05-23 | 株式会社理光 | 多角度人脸检测方法和系统 |
US9740917B2 (en) | 2012-09-07 | 2017-08-22 | Stone Lock Global, Inc. | Biometric identification systems and methods |
US20170132466A1 (en) | 2014-09-30 | 2017-05-11 | Qualcomm Incorporated | Low-power iris scan initialization |
US10110802B2 (en) * | 2016-12-30 | 2018-10-23 | Axis Ab | Historical gaze heat map for a video stream |
-
2019
- 2019-07-23 BR BR112021002904-4A patent/BR112021002904A2/pt unknown
- 2019-07-23 MX MX2021001871A patent/MX2021001871A/es unknown
- 2019-07-23 EP EP19849526.9A patent/EP3837634A4/fr active Pending
- 2019-07-23 AU AU2019322625A patent/AU2019322625A1/en active Pending
- 2019-07-23 CA CA3109748A patent/CA3109748A1/fr active Pending
- 2019-07-23 KR KR1020217007954A patent/KR20210070278A/ko unknown
- 2019-07-23 WO PCT/US2019/043008 patent/WO2020036710A1/fr unknown
Also Published As
Publication number | Publication date |
---|---|
MX2021001871A (es) | 2021-07-15 |
CA3109748A1 (fr) | 2020-02-20 |
KR20210070278A (ko) | 2021-06-14 |
BR112021002904A2 (pt) | 2021-05-11 |
EP3837634A4 (fr) | 2022-05-18 |
AU2019322625A1 (en) | 2021-03-18 |
WO2020036710A1 (fr) | 2020-02-20 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US11651623B2 (en) | Methods and apparatus for outdoor access control using biometric verification | |
US11163984B2 (en) | Methods and apparatus for constructing biometrical templates using facial profiles of users | |
Del Rio et al. | Automated border control e-gates and facial recognition systems | |
US10438053B2 (en) | Biometric identification systems and methods | |
EP3837634A1 (fr) | Procédés et appareil de reconnaissance faciale | |
US11163983B2 (en) | Methods and apparatus for aligning sampling points of facial profiles of users | |
US20190147676A1 (en) | System and method for optimizing a facial recognition-based system for controlling access to a building | |
US20150015365A1 (en) | Point of entry authorization utilizing rfid enabled profile and biometric data | |
US11017212B2 (en) | Methods and apparatus for biometric verification | |
US11301670B2 (en) | Methods and apparatus for collision detection in biometric verification | |
US11275929B2 (en) | Methods and apparatus for privacy protection during biometric verification | |
Shahriar et al. | An iris-based authentication framework to prevent presentation attacks | |
WO2021138342A1 (fr) | Procédés et appareil de reconnaissance faciale | |
US11594072B1 (en) | Methods and apparatus for access control using biometric verification | |
US11017213B1 (en) | Methods and apparatus for biometric verification | |
US11017214B1 (en) | Methods and apparatus for biometric verification | |
WO2020185525A1 (fr) | Procédés et appareil de reconnaissance faciale | |
US20230360457A1 (en) | Multi-factor authentication door access control system | |
Kumari | ENHANCING PAYMENT SECURITY THROUGH THE IMPLEMENTATION OF DEEP LEARNING-BASED FACIAL RECOGNITION SYSTEMS IN MOBILE BANKING APPLICATIONS | |
CN117501265A (zh) | 用于认证移动设备的用户的方法 | |
Santhadevi | A Secure Access Control Using Biometric System |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
STAA | Information on the status of an ep patent application or granted ep patent |
Free format text: STATUS: THE INTERNATIONAL PUBLICATION HAS BEEN MADE |
|
PUAI | Public reference made under article 153(3) epc to a published international application that has entered the european phase |
Free format text: ORIGINAL CODE: 0009012 |
|
STAA | Information on the status of an ep patent application or granted ep patent |
Free format text: STATUS: REQUEST FOR EXAMINATION WAS MADE |
|
17P | Request for examination filed |
Effective date: 20210316 |
|
AK | Designated contracting states |
Kind code of ref document: A1 Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR |
|
DAV | Request for validation of the european patent (deleted) | ||
DAX | Request for extension of the european patent (deleted) | ||
REG | Reference to a national code |
Ref country code: DE Ref legal event code: R079 Free format text: PREVIOUS MAIN CLASS: G06K0009000000 Ipc: G06F0021320000 |
|
A4 | Supplementary search report drawn up and despatched |
Effective date: 20220420 |
|
RIC1 | Information provided on ipc code assigned before grant |
Ipc: G06V 10/50 20220101ALI20220413BHEP Ipc: H04L 9/08 20060101ALI20220413BHEP Ipc: G06V 40/16 20220101ALI20220413BHEP Ipc: G06V 10/141 20220101ALI20220413BHEP Ipc: G06K 9/62 20060101ALI20220413BHEP Ipc: G06V 10/60 20220101ALI20220413BHEP Ipc: G06V 10/46 20220101ALI20220413BHEP Ipc: H04L 9/32 20060101ALI20220413BHEP Ipc: G06F 21/62 20130101ALI20220413BHEP Ipc: G06F 21/32 20130101AFI20220413BHEP |
|
STAA | Information on the status of an ep patent application or granted ep patent |
Free format text: STATUS: EXAMINATION IS IN PROGRESS |
|
17Q | First examination report despatched |
Effective date: 20240229 |