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DE60326391D1 - Clustern von erscheinungsbildern von objekten unter verschiedenen beleuchtungsbedingungen - Google Patents

Clustern von erscheinungsbildern von objekten unter verschiedenen beleuchtungsbedingungen

Info

Publication number
DE60326391D1
DE60326391D1 DE60326391T DE60326391T DE60326391D1 DE 60326391 D1 DE60326391 D1 DE 60326391D1 DE 60326391 T DE60326391 T DE 60326391T DE 60326391 T DE60326391 T DE 60326391T DE 60326391 D1 DE60326391 D1 DE 60326391D1
Authority
DE
Germany
Prior art keywords
clusters
appearance
under different
lighting conditions
different lighting
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
DE60326391T
Other languages
English (en)
Inventor
Ming-Hsuan Yang
Jeffrey Ho
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.)
Honda Motor Co Ltd
Original Assignee
Honda Motor Co Ltd
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 Honda Motor Co Ltd filed Critical Honda Motor Co Ltd
Application granted granted Critical
Publication of DE60326391D1 publication Critical patent/DE60326391D1/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
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/168—Feature extraction; Face representation
    • G06V40/169—Holistic features and representations, i.e. based on the facial image taken as a whole
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • 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
    • 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
    • G06V10/762—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using clustering, e.g. of similar faces in social networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • General Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Human Computer Interaction (AREA)
  • Computing Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Image Analysis (AREA)
DE60326391T 2002-11-07 2003-11-06 Clustern von erscheinungsbildern von objekten unter verschiedenen beleuchtungsbedingungen Expired - Lifetime DE60326391D1 (de)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US42521302P 2002-11-07 2002-11-07
US47821903P 2003-06-12 2003-06-12
PCT/US2003/035554 WO2004044823A2 (en) 2002-11-07 2003-11-06 Clustering appearances of objects under varying illumination conditions

Publications (1)

Publication Number Publication Date
DE60326391D1 true DE60326391D1 (de) 2009-04-09

Family

ID=32314577

Family Applications (1)

Application Number Title Priority Date Filing Date
DE60326391T Expired - Lifetime DE60326391D1 (de) 2002-11-07 2003-11-06 Clustern von erscheinungsbildern von objekten unter verschiedenen beleuchtungsbedingungen

Country Status (6)

Country Link
US (1) US7103225B2 (de)
EP (1) EP1579378B1 (de)
JP (1) JP4486596B2 (de)
AU (1) AU2003296934A1 (de)
DE (1) DE60326391D1 (de)
WO (1) WO2004044823A2 (de)

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* Cited by examiner, † Cited by third party
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US6735253B1 (en) 1997-05-16 2004-05-11 The Trustees Of Columbia University In The City Of New York Methods and architecture for indexing and editing compressed video over the world wide web
US7143434B1 (en) 1998-11-06 2006-11-28 Seungyup Paek Video description system and method
US6798911B1 (en) * 2001-03-28 2004-09-28 At&T Corp. Method and system for fuzzy clustering of images
WO2003051031A2 (en) 2001-12-06 2003-06-19 The Trustees Of Columbia University In The City Of New York Method and apparatus for planarization of a material by growing and removing a sacrificial film
WO2005050533A2 (en) * 2003-11-13 2005-06-02 Honda Motor Co., Ltd. Image clustering with metric, local linear structure, and affine symmetry
US7383261B2 (en) * 2004-01-16 2008-06-03 Xerox Corporation Reference database and method for determining spectra using measurements from an LED color sensor, and method of generating a reference database
EP1743277A4 (de) 2004-04-15 2011-07-06 Gesturetek Inc Verfolgung bimanueller bewegungen
US7302451B2 (en) * 2004-05-07 2007-11-27 Mitsubishi Electric Research Laboratories, Inc. Feature identification of events in multimedia
US7426301B2 (en) * 2004-06-28 2008-09-16 Mitsubishi Electric Research Laboratories, Inc. Usual event detection in a video using object and frame features
US7567714B2 (en) * 2004-07-07 2009-07-28 The United States Of America As Represented By The Secretary Of The Navy System, method and apparatus for clustering features
US20110102553A1 (en) * 2007-02-28 2011-05-05 Tessera Technologies Ireland Limited Enhanced real-time face models from stereo imaging
ES2791718T3 (es) * 2005-01-07 2020-11-05 Qualcomm Inc Detección y seguimiento de objetos en imágenes
WO2006096612A2 (en) 2005-03-04 2006-09-14 The Trustees Of Columbia University In The City Of New York System and method for motion estimation and mode decision for low-complexity h.264 decoder
US20070237364A1 (en) * 2006-03-31 2007-10-11 Fuji Photo Film Co., Ltd. Method and apparatus for context-aided human identification
US7864989B2 (en) * 2006-03-31 2011-01-04 Fujifilm Corporation Method and apparatus for adaptive context-aided human classification
US7920745B2 (en) * 2006-03-31 2011-04-05 Fujifilm Corporation Method and apparatus for performing constrained spectral clustering of digital image data
US8285052B1 (en) * 2009-12-15 2012-10-09 Hrl Laboratories, Llc Image ordering system optimized via user feedback
US8031914B2 (en) * 2006-10-11 2011-10-04 Hewlett-Packard Development Company, L.P. Face-based image clustering
DE602008001607D1 (de) * 2007-02-28 2010-08-05 Fotonation Vision Ltd Trennung der direktionalen beleuchtungsvariabilität in der statistischen gesichtsmodellierung auf basis von texturraumzerlegungen
US8009880B2 (en) * 2007-05-11 2011-08-30 Microsoft Corporation Recovering parameters from a sub-optimal image
US8014572B2 (en) * 2007-06-08 2011-09-06 Microsoft Corporation Face annotation framework with partial clustering and interactive labeling
US8218811B2 (en) 2007-09-28 2012-07-10 Uti Limited Partnership Method and system for video interaction based on motion swarms
WO2009126785A2 (en) 2008-04-10 2009-10-15 The Trustees Of Columbia University In The City Of New York Systems and methods for image archaeology
WO2009155281A1 (en) 2008-06-17 2009-12-23 The Trustees Of Columbia University In The City Of New York System and method for dynamically and interactively searching media data
WO2010014067A1 (en) * 2008-07-31 2010-02-04 Hewlett-Packard Development Company, L.P. Perceptual segmentation of images
WO2010075408A1 (en) * 2008-12-22 2010-07-01 The Trustees Of Columbia University In The City Of New York System and method for annotating and searching media
US8671069B2 (en) 2008-12-22 2014-03-11 The Trustees Of Columbia University, In The City Of New York Rapid image annotation via brain state decoding and visual pattern mining
US8412757B2 (en) * 2009-05-20 2013-04-02 Seiko Epson Corporation Non-negative matrix factorization as a feature selection tool for maximum margin classifiers
US8325999B2 (en) * 2009-06-08 2012-12-04 Microsoft Corporation Assisted face recognition tagging
WO2012102990A2 (en) * 2011-01-25 2012-08-02 President And Fellows Of Harvard College Method and apparatus for selecting clusterings to classify a data set
US10860683B2 (en) 2012-10-25 2020-12-08 The Research Foundation For The State University Of New York Pattern change discovery between high dimensional data sets
US9436893B2 (en) * 2013-11-27 2016-09-06 Adobe Systems Incorporated Distributed similarity learning for high-dimensional image features
US10007856B2 (en) * 2014-02-14 2018-06-26 National Ict Australia Limited Processing hyperspectral or multispectral image data
JP7020331B2 (ja) * 2018-07-26 2022-02-16 日本電信電話株式会社 クラスタリング装置、方法、及びプログラム
US20230044233A1 (en) * 2021-08-03 2023-02-09 Objectvideo Labs, Llc Fast user enrollment for facial recognition using face clustering

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0838441A (ja) * 1994-07-29 1996-02-13 Hitachi Ltd 核磁気共鳴を用いた脳機能計測方法
JP3161921B2 (ja) * 1994-10-27 2001-04-25 ファナック株式会社 製品品質影響要因解析方法と装置及び成形条件調整方法、製品良否判別項目選択方法
JPH11244450A (ja) * 1998-03-05 1999-09-14 Seven Corporation:Kk 遊技機の金属光沢を有する部品及び遊技機の金属光沢を有する部品の製造方法
JP3577972B2 (ja) * 1998-10-19 2004-10-20 日本電信電話株式会社 類似度判定方法及び文書検索装置及び文書分類装置及び文書検索プログラムを格納した記憶媒体及び文書分類プログラムを格納した記憶媒体
US6512850B2 (en) * 1998-12-09 2003-01-28 International Business Machines Corporation Method of and apparatus for identifying subsets of interrelated image objects from a set of image objects
JP2000222572A (ja) * 1999-01-28 2000-08-11 Toshiba Tec Corp 性別の判定方法
JP2001005967A (ja) * 1999-06-21 2001-01-12 Matsushita Electric Ind Co Ltd 画像送信装置及びニューラルネットワーク

Also Published As

Publication number Publication date
WO2004044823A2 (en) 2004-05-27
AU2003296934A8 (en) 2004-06-03
JP2006505878A (ja) 2006-02-16
WO2004044823A3 (en) 2004-07-15
AU2003296934A1 (en) 2004-06-03
US7103225B2 (en) 2006-09-05
EP1579378B1 (de) 2009-02-25
EP1579378A2 (de) 2005-09-28
US20040151384A1 (en) 2004-08-05
EP1579378A4 (de) 2007-04-11
JP4486596B2 (ja) 2010-06-23

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Legal Events

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