DE602004026504D1 - Rote-Augen-Detektionsverfahren und Vorrichtung - Google Patents
Rote-Augen-Detektionsverfahren und VorrichtungInfo
- Publication number
- DE602004026504D1 DE602004026504D1 DE602004026504T DE602004026504T DE602004026504D1 DE 602004026504 D1 DE602004026504 D1 DE 602004026504D1 DE 602004026504 T DE602004026504 T DE 602004026504T DE 602004026504 T DE602004026504 T DE 602004026504T DE 602004026504 D1 DE602004026504 D1 DE 602004026504D1
- Authority
- DE
- Germany
- Prior art keywords
- detection method
- red eye
- eye detection
- red
- eye
- 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
Links
- 241000593989 Scardinius erythrophthalmus Species 0.000 title 1
- 238000001514 detection method Methods 0.000 title 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/90—Determination of colour characteristics
-
- 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
- G06V40/18—Eye characteristics, e.g. of the iris
- G06V40/193—Preprocessing; Feature extraction
-
- 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
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30216—Redeye defect
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- Health & Medical Sciences (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Human Computer Interaction (AREA)
- Multimedia (AREA)
- Ophthalmology & Optometry (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Image Analysis (AREA)
- Image Processing (AREA)
- Facsimile Image Signal Circuits (AREA)
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US10/440,173 US7343028B2 (en) | 2003-05-19 | 2003-05-19 | Method and apparatus for red-eye detection |
Publications (1)
Publication Number | Publication Date |
---|---|
DE602004026504D1 true DE602004026504D1 (de) | 2010-05-27 |
Family
ID=33097935
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
DE602004026504T Expired - Lifetime DE602004026504D1 (de) | 2003-05-19 | 2004-05-18 | Rote-Augen-Detektionsverfahren und Vorrichtung |
Country Status (4)
Country | Link |
---|---|
US (1) | US7343028B2 (de) |
EP (2) | EP1653409B1 (de) |
JP (1) | JP4529172B2 (de) |
DE (1) | DE602004026504D1 (de) |
Families Citing this family (70)
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US7630006B2 (en) | 1997-10-09 | 2009-12-08 | Fotonation Ireland Limited | Detecting red eye filter and apparatus using meta-data |
US7042505B1 (en) | 1997-10-09 | 2006-05-09 | Fotonation Ireland Ltd. | Red-eye filter method and apparatus |
US7738015B2 (en) | 1997-10-09 | 2010-06-15 | Fotonation Vision Limited | Red-eye filter method and apparatus |
US7920723B2 (en) | 2005-11-18 | 2011-04-05 | Tessera Technologies Ireland Limited | Two stage detection for photographic eye artifacts |
US7689009B2 (en) | 2005-11-18 | 2010-03-30 | Fotonation Vision Ltd. | Two stage detection for photographic eye artifacts |
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 |
US7970182B2 (en) | 2005-11-18 | 2011-06-28 | 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 |
US8170294B2 (en) | 2006-11-10 | 2012-05-01 | DigitalOptics Corporation Europe Limited | Method of detecting redeye in a digital image |
US7792970B2 (en) | 2005-06-17 | 2010-09-07 | Fotonation Vision Limited | Method for establishing a paired connection between media devices |
US7336821B2 (en) | 2006-02-14 | 2008-02-26 | Fotonation Vision Limited | Automatic detection and correction of non-red eye flash defects |
FR2857481A1 (fr) * | 2003-07-08 | 2005-01-14 | Thomson Licensing Sa | Procede et dispositif de detection de visages dans une image couleur |
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 |
US9412007B2 (en) | 2003-08-05 | 2016-08-09 | Fotonation Limited | Partial face detector red-eye filter method and apparatus |
JP2005092759A (ja) * | 2003-09-19 | 2005-04-07 | Fuji Photo Film Co Ltd | 画像処理装置、画像処理方法、および赤目検出方法ならびにプログラム |
JP4517633B2 (ja) * | 2003-11-25 | 2010-08-04 | ソニー株式会社 | 対象物検出装置及び方法 |
JP4373828B2 (ja) * | 2004-03-22 | 2009-11-25 | 富士フイルム株式会社 | 特定領域検出方法、特定領域検出装置、およびプログラム |
JP4320272B2 (ja) * | 2004-03-31 | 2009-08-26 | 富士フイルム株式会社 | 特定領域検出方法、特定領域検出装置、およびプログラム |
US7620242B2 (en) * | 2004-04-06 | 2009-11-17 | Fujifilm Corporation | Particular-region detection method and apparatus, and program therefor |
US7852377B2 (en) * | 2004-04-16 | 2010-12-14 | Arcsoft, Inc. | Automatic red eye removal |
JP4396387B2 (ja) * | 2004-05-13 | 2010-01-13 | オムロン株式会社 | 画像補正装置 |
JP4757559B2 (ja) | 2004-08-11 | 2011-08-24 | 富士フイルム株式会社 | 被写体の構成要素を検出する装置および方法 |
JP4378258B2 (ja) * | 2004-10-14 | 2009-12-02 | 富士フイルム株式会社 | 画像補正装置およびその制御方法 |
US20060132856A1 (en) * | 2004-11-26 | 2006-06-22 | Fuji Photo Film Co., Ltd. | Image forming method and image forming apparatus |
JP4901229B2 (ja) * | 2005-03-11 | 2012-03-21 | 富士フイルム株式会社 | 赤目検出方法および装置並びにプログラム |
US8111873B2 (en) * | 2005-03-18 | 2012-02-07 | Cognimatics Ab | Method for tracking objects in a scene |
US7643674B2 (en) * | 2005-05-12 | 2010-01-05 | Hewlett-Packard Development Company, L.P. | Classification methods, classifier determination methods, classifiers, classifier determination devices, and articles of manufacture |
US8374403B2 (en) * | 2005-05-16 | 2013-02-12 | Cisco Technology, Inc. | Methods and apparatus for efficient, automated red eye detection |
US7831067B2 (en) * | 2005-05-16 | 2010-11-09 | Cisco Technology, Inc. | Methods and apparatus for automated, multi-level red eye correction |
US7907786B2 (en) * | 2005-06-06 | 2011-03-15 | Xerox Corporation | Red-eye detection and correction |
US7599577B2 (en) | 2005-11-18 | 2009-10-06 | Fotonation Vision Limited | Method and apparatus of correcting hybrid flash artifacts in digital images |
US7567707B2 (en) * | 2005-12-20 | 2009-07-28 | Xerox Corporation | Red eye detection and correction |
JP4549997B2 (ja) * | 2006-03-30 | 2010-09-22 | 富士フイルム株式会社 | 赤目検出装置、赤目検出方法、および赤目検出プログラム |
JP2007305030A (ja) * | 2006-05-15 | 2007-11-22 | Fujifilm Corp | 赤目処理方法および装置ならびにプログラム |
EP2033142B1 (de) | 2006-06-12 | 2011-01-26 | Tessera Technologies Ireland Limited | Fortschritte bei der erweiterung der aam-techniken aus grauskalen- zu farbbildern |
US7764846B2 (en) * | 2006-12-12 | 2010-07-27 | Xerox Corporation | Adaptive red eye correction |
JP4895797B2 (ja) * | 2006-12-26 | 2012-03-14 | アイシン精機株式会社 | 瞼検出装置、瞼検出方法及びプログラム |
US20080170778A1 (en) * | 2007-01-15 | 2008-07-17 | Huitao Luo | Method and system for detection and removal of redeyes |
US8055067B2 (en) | 2007-01-18 | 2011-11-08 | DigitalOptics Corporation Europe Limited | Color segmentation |
KR101159830B1 (ko) | 2007-03-05 | 2012-06-26 | 디지털옵틱스 코포레이션 유럽 리미티드 | 얼굴 위치 및 방위를 이용한 적목 거짓 양성 필터링 방법 |
KR101378372B1 (ko) * | 2007-07-12 | 2014-03-27 | 삼성전자주식회사 | 디지털 이미지 처리장치, 그 제어방법 및 제어방법을실행시키기 위한 프로그램을 저장한 기록매체 |
US7822696B2 (en) * | 2007-07-13 | 2010-10-26 | Microsoft Corporation | Histogram-based classifiers having variable bin sizes |
US8503818B2 (en) | 2007-09-25 | 2013-08-06 | DigitalOptics Corporation Europe Limited | Eye defect detection in international standards organization images |
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 |
CN101983507A (zh) * | 2008-02-01 | 2011-03-02 | 惠普开发有限公司 | 自动红眼检测 |
US8433144B2 (en) * | 2008-03-27 | 2013-04-30 | Hewlett-Packard Development Company, L.P. | Systems and methods for detecting red-eye artifacts |
WO2009148731A1 (en) * | 2008-06-02 | 2009-12-10 | Massachusetts Institute Of Technology | Fast pattern classification based on a sparse transform |
US9053524B2 (en) * | 2008-07-30 | 2015-06-09 | Fotonation Limited | Eye beautification under inaccurate localization |
WO2010014114A1 (en) * | 2008-08-01 | 2010-02-04 | Hewlett-Packard Development Company, L.P. | Method for red-eye detection |
US8081254B2 (en) | 2008-08-14 | 2011-12-20 | DigitalOptics Corporation Europe Limited | In-camera based method of detecting defect eye with high accuracy |
US8295637B2 (en) * | 2009-01-07 | 2012-10-23 | Seiko Epson Corporation | Method of classifying red-eye objects using feature extraction and classifiers |
JP5229575B2 (ja) * | 2009-05-08 | 2013-07-03 | ソニー株式会社 | 画像処理装置および方法、並びにプログラム |
US8559668B2 (en) * | 2009-06-01 | 2013-10-15 | Apple Inc. | Red-eye reduction using facial detection |
US8170332B2 (en) * | 2009-10-07 | 2012-05-01 | Seiko Epson Corporation | Automatic red-eye object classification in digital images using a boosting-based framework |
TW201224955A (en) | 2010-12-15 | 2012-06-16 | Ind Tech Res Inst | System and method for face detection using face region location and size predictions and computer program product thereof |
US8818091B2 (en) | 2011-03-21 | 2014-08-26 | Apple Inc. | Red-eye removal using multiple recognition channels |
US8786735B2 (en) | 2011-03-21 | 2014-07-22 | Apple Inc. | Red-eye removal using multiple recognition channels |
US8837785B2 (en) | 2011-03-21 | 2014-09-16 | Apple Inc. | Red-eye removal using multiple recognition channels |
US8837822B2 (en) | 2011-03-21 | 2014-09-16 | Apple Inc. | Red-eye removal using multiple recognition channels |
US8837827B2 (en) | 2011-03-21 | 2014-09-16 | Apple Inc. | Red-eye removal using multiple recognition channels |
US8571271B2 (en) | 2011-05-26 | 2013-10-29 | Microsoft Corporation | Dual-phase red eye correction |
US8811683B2 (en) | 2011-06-02 | 2014-08-19 | Apple Inc. | Automatic red-eye repair using multiple recognition channels |
US9041954B2 (en) | 2011-06-07 | 2015-05-26 | Hewlett-Packard Development Company, L.P. | Implementing consistent behavior across different resolutions of images |
JP5449460B2 (ja) | 2011-06-28 | 2014-03-19 | 富士フイルム株式会社 | 画像処理装置、画像処理方法および画像処理プログラム |
US8970902B2 (en) | 2011-09-19 | 2015-03-03 | Hewlett-Packard Development Company, L.P. | Red-eye removal systems and method for variable data printing (VDP) workflows |
TW201328312A (zh) * | 2011-12-27 | 2013-07-01 | Icatch Technology Inc | 修正紅眼的影像處理方法及裝置 |
JP5867198B2 (ja) * | 2012-03-14 | 2016-02-24 | オムロン株式会社 | 領域指定方法及び領域指定装置 |
FR2989198A1 (fr) * | 2012-04-06 | 2013-10-11 | St Microelectronics Grenoble 2 | Procede et dispositif de detection d'un objet dans une image |
JP5802255B2 (ja) | 2013-03-13 | 2015-10-28 | 富士フイルム株式会社 | レイアウト編集装置、レイアウト編集方法およびプログラム |
Family Cites Families (16)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP3036285B2 (ja) | 1993-03-05 | 2000-04-24 | ミノルタ株式会社 | 赤目位置検出装置 |
US5432863A (en) * | 1993-07-19 | 1995-07-11 | Eastman Kodak Company | Automated detection and correction of eye color defects due to flash illumination |
CA2167748A1 (en) * | 1995-02-09 | 1996-08-10 | Yoav Freund | Apparatus and methods for machine learning hypotheses |
JP2907120B2 (ja) * | 1996-05-29 | 1999-06-21 | 日本電気株式会社 | 赤目検出補正装置 |
US6009209A (en) * | 1997-06-27 | 1999-12-28 | Microsoft Corporation | Automated removal of red eye effect from a digital image |
US6252976B1 (en) * | 1997-08-29 | 2001-06-26 | Eastman Kodak Company | Computer program product for redeye detection |
US7042505B1 (en) * | 1997-10-09 | 2006-05-09 | Fotonation Ireland Ltd. | Red-eye filter method and apparatus |
US6278491B1 (en) * | 1998-01-29 | 2001-08-21 | Hewlett-Packard Company | Apparatus and a method for automatically detecting and reducing red-eye in a digital image |
JP3903083B2 (ja) * | 1999-03-11 | 2007-04-11 | 富士フイルム株式会社 | 画像処理装置、方法及び記録媒体 |
JP2002027242A (ja) * | 2000-07-03 | 2002-01-25 | Sharp Corp | 画像処理方法、画像処理装置、それを備えた画像形成装置および記録媒体 |
US6829384B2 (en) * | 2001-02-28 | 2004-12-07 | Carnegie Mellon University | Object finder for photographic images |
US6980691B2 (en) * | 2001-07-05 | 2005-12-27 | Corel Corporation | Correction of “red-eye” effects in images |
EP1293933A1 (de) * | 2001-09-03 | 2003-03-19 | Agfa-Gevaert AG | Verfahren zum automatischen Erkennen von rote-Augen-Defekten in fotografischen Bilddaten |
EP1288858A1 (de) * | 2001-09-03 | 2003-03-05 | Agfa-Gevaert AG | Verfahren zum automatischen Erkennen von rote-Augen-Defekten in fotographischen Bilddaten |
US7082211B2 (en) * | 2002-05-31 | 2006-07-25 | Eastman Kodak Company | Method and system for enhancing portrait images |
US7039222B2 (en) * | 2003-02-28 | 2006-05-02 | Eastman Kodak Company | Method and system for enhancing portrait images that are processed in a batch mode |
-
2003
- 2003-05-19 US US10/440,173 patent/US7343028B2/en active Active
-
2004
- 2004-05-18 EP EP05027116A patent/EP1653409B1/de not_active Expired - Fee Related
- 2004-05-18 EP EP04011775A patent/EP1480168B1/de not_active Expired - Lifetime
- 2004-05-18 JP JP2004148183A patent/JP4529172B2/ja not_active Expired - Lifetime
- 2004-05-18 DE DE602004026504T patent/DE602004026504D1/de not_active Expired - Lifetime
Also Published As
Publication number | Publication date |
---|---|
EP1480168A3 (de) | 2005-01-19 |
US7343028B2 (en) | 2008-03-11 |
EP1480168A2 (de) | 2004-11-24 |
EP1480168B1 (de) | 2010-04-14 |
US20040233299A1 (en) | 2004-11-25 |
JP4529172B2 (ja) | 2010-08-25 |
JP2004348733A (ja) | 2004-12-09 |
EP1653409A1 (de) | 2006-05-03 |
EP1653409B1 (de) | 2011-07-13 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
8364 | No opposition during term of opposition |