JP4747163B2 - 人物画像における赤目補正 - Google Patents

人物画像における赤目補正 Download PDF

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Publication number
JP4747163B2
JP4747163B2 JP2007501809A JP2007501809A JP4747163B2 JP 4747163 B2 JP4747163 B2 JP 4747163B2 JP 2007501809 A JP2007501809 A JP 2007501809A JP 2007501809 A JP2007501809 A JP 2007501809A JP 4747163 B2 JP4747163 B2 JP 4747163B2
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Japan
Prior art keywords
defect
red
pixel
eye
image
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JP2007501809A
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English (en)
Japanese (ja)
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JP2007526577A5 (enExample
JP2007526577A (ja
Inventor
アンドリュー チャールズ ギャラガー
ジェイ スチュアート シルドクロート
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イーストマン コダック カンパニー
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Publication of JP2007526577A5 publication Critical patent/JP2007526577A5/ja
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/77—Retouching; Inpainting; Scratch removal
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/90—Dynamic range modification of images or parts thereof
    • G06T5/94—Dynamic range modification of images or parts thereof based on local image properties, e.g. for local contrast enhancement
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/11—Region-based segmentation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/187—Segmentation; Edge detection involving region growing; involving region merging; involving connected component labelling
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/90—Determination of colour characteristics
    • 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
    • G06V40/18—Eye characteristics, e.g. of the iris
    • G06V40/193—Preprocessing; Feature extraction
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/46—Colour picture communication systems
    • H04N1/56—Processing of colour picture signals
    • H04N1/60—Colour correction or control
    • H04N1/62—Retouching, i.e. modification of isolated colours only or in isolated picture areas only
    • H04N1/624—Red-eye correction
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20112—Image segmentation details
    • G06T2207/20156—Automatic seed setting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • 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
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/178—Human faces, e.g. facial parts, sketches or expressions estimating age from face image; using age information for improving recognition

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Multimedia (AREA)
  • Human Computer Interaction (AREA)
  • Health & Medical Sciences (AREA)
  • Ophthalmology & Optometry (AREA)
  • General Health & Medical Sciences (AREA)
  • Quality & Reliability (AREA)
  • Signal Processing (AREA)
  • Image Processing (AREA)
  • Facsimile Image Signal Circuits (AREA)
  • Color Image Communication Systems (AREA)
JP2007501809A 2004-03-03 2005-02-16 人物画像における赤目補正 Expired - Fee Related JP4747163B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US10/792,079 US7684642B2 (en) 2004-03-03 2004-03-03 Correction of redeye defects in images of humans
US10/792,079 2004-03-03
PCT/US2005/004930 WO2005093660A2 (en) 2004-03-03 2005-02-16 Correction of redeye in images of humans

Publications (3)

Publication Number Publication Date
JP2007526577A JP2007526577A (ja) 2007-09-13
JP2007526577A5 JP2007526577A5 (enExample) 2008-04-03
JP4747163B2 true JP4747163B2 (ja) 2011-08-17

Family

ID=34911769

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2007501809A Expired - Fee Related JP4747163B2 (ja) 2004-03-03 2005-02-16 人物画像における赤目補正

Country Status (5)

Country Link
US (1) US7684642B2 (enExample)
EP (2) EP1721296B1 (enExample)
JP (1) JP4747163B2 (enExample)
DE (2) DE602005021462D1 (enExample)
WO (1) WO2005093660A2 (enExample)

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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
US7042505B1 (en) 1997-10-09 2006-05-09 Fotonation Ireland Ltd. Red-eye filter method and apparatus
US8170294B2 (en) 2006-11-10 2012-05-01 DigitalOptics Corporation Europe Limited Method of detecting redeye in a digital image
US7536036B2 (en) 2004-10-28 2009-05-19 Fotonation Vision Limited Method and apparatus for red-eye detection in an acquired digital image
US7336821B2 (en) 2006-02-14 2008-02-26 Fotonation Vision Limited Automatic detection and correction of non-red eye flash defects
US7574016B2 (en) 2003-06-26 2009-08-11 Fotonation Vision Limited Digital image processing using face detection information
US7970182B2 (en) 2005-11-18 2011-06-28 Tessera Technologies Ireland Limited 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
US7792970B2 (en) 2005-06-17 2010-09-07 Fotonation Vision Limited Method for establishing a paired connection between media devices
US7689009B2 (en) 2005-11-18 2010-03-30 Fotonation Vision Ltd. 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
US8180173B2 (en) * 2007-09-21 2012-05-15 DigitalOptics Corporation Europe Limited Flash artifact eye defect correction in blurred images using anisotropic blurring
US7587085B2 (en) 2004-10-28 2009-09-08 Fotonation Vision Limited Method and apparatus for red-eye detection in an acquired digital image
US8254674B2 (en) 2004-10-28 2012-08-28 DigitalOptics Corporation Europe Limited Analyzing partial face regions for red-eye detection in acquired digital images
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
TWI246338B (en) * 2004-04-09 2005-12-21 Asustek Comp Inc A hybrid model sprite generator and a method to form a sprite
US7852377B2 (en) * 2004-04-16 2010-12-14 Arcsoft, Inc. Automatic red eye removal
JP4599110B2 (ja) * 2004-07-30 2010-12-15 キヤノン株式会社 画像処理装置及びその方法、撮像装置、プログラム
US8000505B2 (en) * 2004-09-01 2011-08-16 Eastman Kodak Company Determining the age of a human subject in a digital image
US7403654B2 (en) * 2004-10-04 2008-07-22 Arcsoft, Inc. Enhanced automatic red eye removal
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
IES20070229A2 (en) 2006-06-05 2007-10-03 Fotonation Vision Ltd Image acquisition method and apparatus
DE602007012246D1 (de) 2006-06-12 2011-03-10 Tessera Tech Ireland Ltd Fortschritte bei der erweiterung der aam-techniken aus grauskalen- zu farbbildern
US8055067B2 (en) 2007-01-18 2011-11-08 DigitalOptics Corporation Europe Limited Color segmentation
EP2145288A4 (en) 2007-03-05 2013-09-04 Digitaloptics Corp Europe Ltd FILTERING OF POSITIVE FALSE OF RED EYES USING A LOCATION AND FACE ORIENTATION
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
US8081254B2 (en) 2008-08-14 2011-12-20 DigitalOptics Corporation Europe Limited In-camera based method of detecting defect eye with high accuracy
US8559668B2 (en) * 2009-06-01 2013-10-15 Apple Inc. Red-eye reduction using facial detection
RU2012145349A (ru) * 2012-10-24 2014-05-10 ЭлЭсАй Корпорейшн Способ и устройство обработки изображений для устранения артефактов глубины
US9378564B2 (en) * 2013-03-01 2016-06-28 Colormodules Inc. Methods for color correcting digital images and devices thereof
US11036978B2 (en) * 2018-05-29 2021-06-15 University Of Electronic Science And Technology Of China Method for separating out a defect image from a thermogram sequence based on weighted naive bayesian classifier and dynamic multi-objective optimization
JP7137746B2 (ja) * 2019-01-30 2022-09-15 株式会社Ｊｖｃケンウッド 映像処理装置、映像処理方法および映像処理プログラム

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2000125320A (ja) * 1998-05-26 2000-04-28 Eastman Kodak Co 赤目検出用コンピュ―タプログラム製品

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US5432863A (en) * 1993-07-19 1995-07-11 Eastman Kodak Company Automated detection and correction of eye color defects due to flash illumination
US5781650A (en) * 1994-02-18 1998-07-14 University Of Central Florida Automatic feature detection and age classification of human faces in digital images
US6292574B1 (en) * 1997-08-29 2001-09-18 Eastman Kodak Company Computer program product for redeye detection
US6631208B1 (en) * 1998-05-29 2003-10-07 Fuji Photo Film Co., Ltd. Image processing method
US6285410B1 (en) * 1998-09-11 2001-09-04 Mgi Software Corporation Method and system for removal of flash artifacts from digital images
EP1229734A1 (en) * 2001-01-31 2002-08-07 GRETAG IMAGING Trading AG Automatic colour defect correction
US6980691B2 (en) * 2001-07-05 2005-12-27 Corel Corporation Correction of “red-eye” effects in images
GB2385736B (en) * 2002-02-22 2005-08-24 Pixology Ltd Detection and correction of red-eye features in digital images
US7035461B2 (en) * 2002-08-22 2006-04-25 Eastman Kodak Company Method for detecting objects in digital images
US7224850B2 (en) * 2003-05-13 2007-05-29 Microsoft Corporation Modification of red-eye-effect in digital image
US20050031224A1 (en) * 2003-08-05 2005-02-10 Yury Prilutsky Detecting red eye filter and apparatus using meta-data
US7454040B2 (en) * 2003-08-29 2008-11-18 Hewlett-Packard Development Company, L.P. Systems and methods of detecting and correcting redeye in an image suitable for embedded applications
JP4345622B2 (ja) 2003-11-05 2009-10-14 オムロン株式会社 瞳色推定装置
US7599577B2 (en) * 2005-11-18 2009-10-06 Fotonation Vision Limited Method and apparatus of correcting hybrid flash artifacts in digital images

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2000125320A (ja) * 1998-05-26 2000-04-28 Eastman Kodak Co 赤目検出用コンピュ―タプログラム製品

Also Published As

Publication number Publication date
WO2005093660A2 (en) 2005-10-06
EP1721296B1 (en) 2010-05-26
US20050196067A1 (en) 2005-09-08
EP1721296A2 (en) 2006-11-15
WO2005093660A3 (en) 2006-01-26
EP1762981B1 (en) 2010-05-26
DE602005021489D1 (de) 2010-07-08
DE602005021462D1 (de) 2010-07-08
JP2007526577A (ja) 2007-09-13
US7684642B2 (en) 2010-03-23
EP1762981A1 (en) 2007-03-14

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