DE69833999D1 - Verfahren zur automatischen Detektion menschlicher Augen in digitalen Bildern - Google Patents

Verfahren zur automatischen Detektion menschlicher Augen in digitalen Bildern

Info

Publication number
DE69833999D1
DE69833999D1 DE69833999T DE69833999T DE69833999D1 DE 69833999 D1 DE69833999 D1 DE 69833999D1 DE 69833999 T DE69833999 T DE 69833999T DE 69833999 T DE69833999 T DE 69833999T DE 69833999 D1 DE69833999 D1 DE 69833999D1
Authority
DE
Germany
Prior art keywords
digital images
automatic detection
human eyes
eyes
human
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.)
Expired - Lifetime
Application number
DE69833999T
Other languages
English (en)
Other versions
DE69833999T2 (de
Inventor
Jiebo Luo
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.)
Eastman Kodak Co
Original Assignee
Eastman Kodak Co
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 Eastman Kodak Co filed Critical Eastman Kodak Co
Publication of DE69833999D1 publication Critical patent/DE69833999D1/de
Application granted granted Critical
Publication of DE69833999T2 publication Critical patent/DE69833999T2/de
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

Links

Classifications

    • 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
    • G06V40/18—Eye characteristics, e.g. of the iris

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Ophthalmology & Optometry (AREA)
  • Human Computer Interaction (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Theoretical Computer Science (AREA)
  • Image Analysis (AREA)
  • Collating Specific Patterns (AREA)
  • Image Processing (AREA)
DE69833999T 1997-08-29 1998-08-15 Verfahren zur automatischen erkennung menschlicher augen in digitalbildern Expired - Lifetime DE69833999T2 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US920844 1997-08-29
US08/920,844 US6151403A (en) 1997-08-29 1997-08-29 Method for automatic detection of human eyes in digital images

Publications (2)

Publication Number Publication Date
DE69833999D1 true DE69833999D1 (de) 2006-05-18
DE69833999T2 DE69833999T2 (de) 2007-01-25

Family

ID=25444502

Family Applications (1)

Application Number Title Priority Date Filing Date
DE69833999T Expired - Lifetime DE69833999T2 (de) 1997-08-29 1998-08-15 Verfahren zur automatischen erkennung menschlicher augen in digitalbildern

Country Status (4)

Country Link
US (1) US6151403A (de)
EP (1) EP0899680B1 (de)
JP (1) JP4744655B2 (de)
DE (1) DE69833999T2 (de)

Families Citing this family (97)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6373968B2 (en) * 1997-06-06 2002-04-16 Oki Electric Industry Co., Ltd. System for identifying individuals
US7738015B2 (en) 1997-10-09 2010-06-15 Fotonation Vision Limited Red-eye filter method and apparatus
US7630006B2 (en) 1997-10-09 2009-12-08 Fotonation Ireland Limited Detecting red eye filter and apparatus using meta-data
US7352394B1 (en) 1997-10-09 2008-04-01 Fotonation Vision Limited Image modification based on red-eye filter analysis
US7042505B1 (en) 1997-10-09 2006-05-09 Fotonation Ireland Ltd. Red-eye filter method and apparatus
JPH11175699A (ja) * 1997-12-12 1999-07-02 Fuji Photo Film Co Ltd 画像処理装置
JP3271750B2 (ja) * 1998-03-05 2002-04-08 沖電気工業株式会社 アイリス識別コード抽出方法及び装置、アイリス認識方法及び装置、データ暗号化装置
US6285410B1 (en) * 1998-09-11 2001-09-04 Mgi Software Corporation Method and system for removal of flash artifacts from digital images
JP2001101429A (ja) * 1999-09-28 2001-04-13 Omron Corp 顔面の観測方法および顔観測装置ならびに顔観測処理用の記録媒体
JP4469476B2 (ja) * 2000-08-09 2010-05-26 パナソニック株式会社 眼位置検出方法および眼位置検出装置
US6718051B1 (en) * 2000-10-16 2004-04-06 Xerox Corporation Red-eye detection method
US6792134B2 (en) * 2000-12-19 2004-09-14 Eastman Kodak Company Multi-mode digital image processing method for detecting eyes
US6920237B2 (en) 2000-12-19 2005-07-19 Eastman Kodak Company Digital image processing method and computer program product for detecting human irises in an image
US6895112B2 (en) * 2001-02-13 2005-05-17 Microsoft Corporation Red-eye detection based on red region detection with eye confirmation
US7174034B2 (en) * 2001-04-13 2007-02-06 Seiko Epson Corporation Redeye reduction of digital images
US7092554B2 (en) * 2001-05-01 2006-08-15 Eastman Kodak Company Method for detecting eye and mouth positions in a digital image
US6859550B2 (en) * 2001-05-31 2005-02-22 Seho Oh Robust method for image feature estimation
US6895103B2 (en) * 2001-06-19 2005-05-17 Eastman Kodak Company Method for automatically locating eyes in an image
US6980691B2 (en) * 2001-07-05 2005-12-27 Corel Corporation Correction of “red-eye” effects in images
US7063264B2 (en) 2001-12-24 2006-06-20 Digimarc Corporation Covert variable information on identification documents and methods of making same
EP1288859A1 (de) * 2001-09-03 2003-03-05 Agfa-Gevaert AG Verfahren zum automatischen Erkennen von rote-Augen-Defekten in fotografischen Bilddaten
US7133070B2 (en) * 2001-09-20 2006-11-07 Eastman Kodak Company System and method for deciding when to correct image-specific defects based on camera, scene, display and demographic data
US7058209B2 (en) 2001-09-20 2006-06-06 Eastman Kodak Company Method and computer program product for locating facial features
US7324246B2 (en) * 2001-09-27 2008-01-29 Fujifilm Corporation Apparatus and method for image processing
JP3903783B2 (ja) * 2001-12-14 2007-04-11 日本電気株式会社 顔メタデータ生成方法および装置、並びに顔類似度算出方法および装置
US7694887B2 (en) 2001-12-24 2010-04-13 L-1 Secure Credentialing, Inc. Optically variable personalized indicia for identification documents
WO2003055638A1 (en) 2001-12-24 2003-07-10 Digimarc Id Systems, Llc Laser etched security features for identification documents and methods of making same
EP1353516A1 (de) * 2002-04-08 2003-10-15 Mitsubishi Electric Information Technology Centre Europe B.V. Verfahren und Vorrichtung zum Erfassen bzw. Verfolgen einer oder mehrerer Farbzonen in einem Bild oder einer Bildsequenz
AU2003221894A1 (en) 2002-04-09 2003-10-27 Digimarc Id Systems, Llc Image processing techniques for printing identification cards and documents
US7872670B2 (en) * 2002-04-22 2011-01-18 Sanyo Electric Co., Ltd. Camera performing photographing in accordance with photographing mode depending on object scene
US7824029B2 (en) 2002-05-10 2010-11-02 L-1 Secure Credentialing, Inc. Identification card printer-assembler for over the counter card issuing
US7035462B2 (en) * 2002-08-29 2006-04-25 Eastman Kodak Company Apparatus and method for processing digital images having eye color defects
EP1413972B1 (de) * 2002-10-24 2008-10-22 L-1 Identity Solutions AG Prüfung von Bildaufnahmen von Personen
US7804982B2 (en) * 2002-11-26 2010-09-28 L-1 Secure Credentialing, Inc. Systems and methods for managing and detecting fraud in image databases used with identification documents
EP1431810A1 (de) * 2002-12-16 2004-06-23 Agfa-Gevaert AG Verfahren zur automatischen Bestimmung von Farbdichte-Korrekturwerten für die Wiedergabe von digitalen Bilddaten
EP1614064B1 (de) 2003-04-16 2010-12-08 L-1 Secure Credentialing, Inc. Dreidimensionale datenspeicherung
US7792970B2 (en) 2005-06-17 2010-09-07 Fotonation Vision Limited Method for establishing a paired connection between media devices
US7970182B2 (en) 2005-11-18 2011-06-28 Tessera Technologies Ireland Limited Two stage detection for photographic eye artifacts
US8170294B2 (en) 2006-11-10 2012-05-01 DigitalOptics Corporation Europe Limited Method of detecting redeye in a digital image
US7336821B2 (en) 2006-02-14 2008-02-26 Fotonation Vision Limited Automatic detection and correction of non-red eye flash defects
US7689009B2 (en) 2005-11-18 2010-03-30 Fotonation Vision Ltd. Two stage detection for photographic eye artifacts
US7920723B2 (en) 2005-11-18 2011-04-05 Tessera Technologies Ireland Limited Two stage detection for photographic eye artifacts
US8036458B2 (en) 2007-11-08 2011-10-11 DigitalOptics Corporation Europe Limited Detecting redeye defects in digital images
US7574016B2 (en) 2003-06-26 2009-08-11 Fotonation Vision Limited Digital image processing using face detection information
US8254674B2 (en) 2004-10-28 2012-08-28 DigitalOptics Corporation Europe Limited Analyzing partial face regions for red-eye detection in acquired digital images
US7536036B2 (en) * 2004-10-28 2009-05-19 Fotonation Vision Limited Method and apparatus for red-eye detection in an acquired digital image
US7587085B2 (en) 2004-10-28 2009-09-08 Fotonation Vision Limited Method and apparatus for red-eye detection in an acquired digital image
US8520093B2 (en) 2003-08-05 2013-08-27 DigitalOptics Corporation Europe Limited Face tracker and partial face tracker for red-eye filter method and apparatus
US20050031224A1 (en) * 2003-08-05 2005-02-10 Yury Prilutsky Detecting red eye filter and apparatus using meta-data
US9412007B2 (en) 2003-08-05 2016-08-09 Fotonation Limited Partial face detector red-eye filter method and apparatus
US7333653B2 (en) * 2003-08-29 2008-02-19 Hewlett-Packard Development Company, L.P. Detecting and correcting redeye in an image
US8705808B2 (en) 2003-09-05 2014-04-22 Honeywell International Inc. Combined face and iris recognition system
US8049812B2 (en) 2006-03-03 2011-11-01 Honeywell International Inc. Camera with auto focus capability
US8090157B2 (en) * 2005-01-26 2012-01-03 Honeywell International Inc. Approaches and apparatus for eye detection in a digital image
US8442276B2 (en) 2006-03-03 2013-05-14 Honeywell International Inc. Invariant radial iris segmentation
US8064647B2 (en) 2006-03-03 2011-11-22 Honeywell International Inc. System for iris detection tracking and recognition at a distance
US8098901B2 (en) 2005-01-26 2012-01-17 Honeywell International Inc. Standoff iris recognition system
US7593550B2 (en) 2005-01-26 2009-09-22 Honeywell International Inc. Distance iris recognition
US20050063568A1 (en) * 2003-09-24 2005-03-24 Shih-Ching Sun Robust face detection algorithm for real-time video sequence
US7835572B2 (en) * 2003-09-30 2010-11-16 Sharp Laboratories Of America, Inc. Red eye reduction technique
JP4396387B2 (ja) * 2004-05-13 2010-01-13 オムロン株式会社 画像補正装置
US20060008169A1 (en) * 2004-06-30 2006-01-12 Deer Anna Y Red eye reduction apparatus and method
FR2880969B1 (fr) * 2005-01-20 2007-06-15 Sagem Dispositif pour detecter des yeux rouges sur une image et dispositif d'impression d'image mettant en oeuvre ce procede
JP4405942B2 (ja) * 2005-06-14 2010-01-27 キヤノン株式会社 画像処理装置およびその方法
JP4498224B2 (ja) * 2005-06-14 2010-07-07 キヤノン株式会社 画像処理装置およびその方法
JP4420459B2 (ja) * 2005-06-14 2010-02-24 キヤノン株式会社 画像処理装置およびその方法
US7747071B2 (en) * 2005-10-27 2010-06-29 Hewlett-Packard Development Company, L.P. Detecting and correcting peteye
US7599577B2 (en) 2005-11-18 2009-10-06 Fotonation Vision Limited Method and apparatus of correcting hybrid flash artifacts in digital images
KR101299074B1 (ko) 2006-03-03 2013-08-30 허니웰 인터내셔널 인코포레이티드 홍채 인코딩 시스템
GB2450024B (en) 2006-03-03 2011-07-27 Honeywell Int Inc Modular biometrics collection system architecture
JP4738488B2 (ja) 2006-03-03 2011-08-03 ハネウェル・インターナショナル・インコーポレーテッド 画像品質メトリックを有する虹彩認識システム
GB2448653B (en) 2006-03-03 2011-03-23 Honeywell Int Inc Single lens splitter camera
US7787664B2 (en) * 2006-03-29 2010-08-31 Eastman Kodak Company Recomposing photographs from multiple frames
EP2033142B1 (de) 2006-06-12 2011-01-26 Tessera Technologies Ireland Limited Fortschritte bei der erweiterung der aam-techniken aus grauskalen- zu farbbildern
US8103061B2 (en) * 2006-10-02 2012-01-24 Johnson & Johnson Consumer Companies, Inc. Method and apparatus for identifying facial regions
US8055067B2 (en) 2007-01-18 2011-11-08 DigitalOptics Corporation Europe Limited Color segmentation
JP2010520567A (ja) 2007-03-05 2010-06-10 フォトネーション ビジョン リミテッド 顔の位置および向きを用いた赤目の誤検出フィルタリング
US8063889B2 (en) 2007-04-25 2011-11-22 Honeywell International Inc. Biometric data collection system
DE102007050568A1 (de) * 2007-08-04 2009-02-05 Continental Teves Ag & Co. Ohg Verfahren und Einrichtung zur Objekterkennung in einem Bild
US8503818B2 (en) 2007-09-25 2013-08-06 DigitalOptics Corporation Europe Limited Eye defect detection in international standards organization images
US8391596B2 (en) * 2007-10-17 2013-03-05 Qualcomm Incorporated Effective red eye removal in digital images without face detection
US8212864B2 (en) 2008-01-30 2012-07-03 DigitalOptics Corporation Europe Limited Methods and apparatuses for using image acquisition data to detect and correct image defects
US20090202175A1 (en) * 2008-02-12 2009-08-13 Michael Guerzhoy Methods And Apparatus For Object Detection Within An Image
US8436907B2 (en) 2008-05-09 2013-05-07 Honeywell International Inc. Heterogeneous video capturing system
US8090246B2 (en) 2008-08-08 2012-01-03 Honeywell International Inc. Image acquisition system
US8081254B2 (en) 2008-08-14 2011-12-20 DigitalOptics Corporation Europe Limited In-camera based method of detecting defect eye with high accuracy
US8280119B2 (en) 2008-12-05 2012-10-02 Honeywell International Inc. Iris recognition system using quality metrics
US8472681B2 (en) 2009-06-15 2013-06-25 Honeywell International Inc. Iris and ocular recognition system using trace transforms
US8630464B2 (en) 2009-06-15 2014-01-14 Honeywell International Inc. Adaptive iris matching using database indexing
US8742887B2 (en) 2010-09-03 2014-06-03 Honeywell International Inc. Biometric visitor check system
AU2011224051B2 (en) * 2011-09-14 2014-05-01 Canon Kabushiki Kaisha Determining a depth map from images of a scene
US9456187B1 (en) 2012-06-01 2016-09-27 Amazon Technologies, Inc. Edge-based pose detection
US10528853B1 (en) * 2012-06-29 2020-01-07 Amazon Technologies, Inc. Shape-Based Edge Detection
JP6188453B2 (ja) 2013-06-28 2017-08-30 キヤノン株式会社 画像処理装置、画像処理方法、及びプログラム
JP2016529612A (ja) * 2013-08-02 2016-09-23 エモティエント インコーポレイテッド 画像情動コンテンツに基づくフィルタ及びシャッター
KR101673701B1 (ko) * 2014-11-24 2016-11-07 현대자동차주식회사 눈 검출장치 및 방법
CN112561787B (zh) * 2020-12-22 2024-03-22 维沃移动通信有限公司 图像处理方法、装置、电子设备及存储介质

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB8905926D0 (en) * 1989-03-15 1990-04-25 British Aerospace Target aim point location
US5128711A (en) * 1989-04-28 1992-07-07 Fuji Photo Film Co., Ltd. Apparatus for recording position information of principal image and method of detecting principal image
US5063603A (en) * 1989-11-06 1991-11-05 David Sarnoff Research Center, Inc. Dynamic method for recognizing objects and image processing system therefor
WO1992002000A1 (en) * 1990-07-17 1992-02-06 British Telecommunications Public Limited Company A method of processing an image
US5164992A (en) * 1990-11-01 1992-11-17 Massachusetts Institute Of Technology Face recognition system
US5450504A (en) * 1992-05-19 1995-09-12 Calia; James Method for finding a most likely matching of a target facial image in a data base of facial images
JP3298072B2 (ja) * 1992-07-10 2002-07-02 ソニー株式会社 ビデオカメラシステム
IT1257073B (it) * 1992-08-11 1996-01-05 Ist Trentino Di Cultura Sistema di riconoscimento, particolarmente per il riconoscimento di persone.
US5689575A (en) * 1993-11-22 1997-11-18 Hitachi, Ltd. Method and apparatus for processing images of facial expressions
US5572596A (en) * 1994-09-02 1996-11-05 David Sarnoff Research Center, Inc. Automated, non-invasive iris recognition system and method

Also Published As

Publication number Publication date
EP0899680A3 (de) 2000-04-12
JPH11149559A (ja) 1999-06-02
US6151403A (en) 2000-11-21
EP0899680A2 (de) 1999-03-03
EP0899680B1 (de) 2006-03-29
JP4744655B2 (ja) 2011-08-10
DE69833999T2 (de) 2007-01-25

Similar Documents

Publication Publication Date Title
DE69833999D1 (de) Verfahren zur automatischen Detektion menschlicher Augen in digitalen Bildern
DE69837233D1 (de) Verfahren und Gerät zur Bestimmung der Augenposition in einem Bild
DE69802276D1 (de) Verfahren und -vorrichtung zur erzeugung dreidimensionaler bilder
DE69531080T2 (de) System und Verfahren zur Bildkompression
DE69628123D1 (de) Verfahren und Gerät zur Objektabbildung
DE69608262T2 (de) System und verfahren zur bildabtastung
DE69530752D1 (de) System und Verfahren der Identifizierung zur Verwendung im Felde der digitalen Röntgenphotographie
DE69812800D1 (de) Verfahren und Gerät zur Bildverbesserung
DE69602935T2 (de) Verfahren und vorrichtung zur vorführung stereoskopischer bilder
DE69518303D1 (de) Verfahren zur Detektierung menschlicher Anwesenheit und System
DE69715815D1 (de) Verfahren zur bilddekodierung
DE69628723D1 (de) Gradientenbasiertes Verfahren zur Bestimmung unbekannter Bildelemente in einem digitalen Bild
DE69728633D1 (de) Vorrichtung und Verfahren zur Anzeige dreidimensionaler Bilder
DE69735975D1 (de) System und Verfahren zur Überlagerung von wahlweise in unterschiedlichen nativen Formaten gespeicherten Bildern
DE69840613D1 (de) Bildaufnahmevorrichtung und Verfahren zur Gestaltung von Bildern
DE69819950D1 (de) Verfahren und System zur Bildverarbeitung
DE69534697D1 (de) Verfahren zur Erzeugung texturierter Bilder und Spezialvideoeffekte
DE69604349D1 (de) Verfahren zur Bildübereinstimmung
DE69739867D1 (de) Verfahren zur Bildcodierung
DE69601577D1 (de) Verfahren und einrichtung zur aufnahme stereoskopischer bilder
DE69713923D1 (de) System und Verfahren zur digitalen Bildkompression mit Bewegungsschätzung
DE69606177D1 (de) Verfahren und gerät zur texturabbildung
DE69724002D1 (de) System und verfahren zur bildverarbeitung
DE69622900T2 (de) Verfahren und Gerät zur dreidimensionalen Bildverarbeitung
DE69714323T2 (de) Gerät und Verfahren zur Bilderzeugung

Legal Events

Date Code Title Description
8364 No opposition during term of opposition