DE60126040D1 - Erkennung von Gegenständen mit Verwendung linearer Unterräume - Google Patents

Erkennung von Gegenständen mit Verwendung linearer Unterräume

Info

Publication number
DE60126040D1
DE60126040D1 DE60126040T DE60126040T DE60126040D1 DE 60126040 D1 DE60126040 D1 DE 60126040D1 DE 60126040 T DE60126040 T DE 60126040T DE 60126040 T DE60126040 T DE 60126040T DE 60126040 D1 DE60126040 D1 DE 60126040D1
Authority
DE
Germany
Prior art keywords
objects
detection
linear subspaces
subspaces
linear
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
DE60126040T
Other languages
English (en)
Other versions
DE60126040T2 (de
Inventor
David W Jacobs
Ronen Basri
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.)
NEC Corp
Original Assignee
NEC Laboratories America Inc
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 NEC Laboratories America Inc filed Critical NEC Laboratories America Inc
Publication of DE60126040D1 publication Critical patent/DE60126040D1/de
Application granted granted Critical
Publication of DE60126040T2 publication Critical patent/DE60126040T2/de
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T15/00—3D [Three Dimensional] image rendering
    • G06T15/50—Lighting effects
    • G06T15/506—Illumination models
    • 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
    • G06F18/213—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods
    • G06F18/2135—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods based on approximation criteria, e.g. principal component 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
    • 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
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/7715—Feature extraction, e.g. by transforming the feature space, e.g. multi-dimensional scaling [MDS]; Mappings, e.g. subspace methods
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • General Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Computer Graphics (AREA)
  • Computing Systems (AREA)
  • Human Computer Interaction (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Image Analysis (AREA)
  • Image Generation (AREA)
  • Image Processing (AREA)
DE60126040T 2000-11-03 2001-07-31 Erkennung von Gegenständen mit Verwendung linearer Unterräume Expired - Lifetime DE60126040T2 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US09/705,507 US6853745B1 (en) 2000-11-03 2000-11-03 Lambertian reflectance and linear subspaces
US705507 2000-11-03

Publications (2)

Publication Number Publication Date
DE60126040D1 true DE60126040D1 (de) 2007-03-08
DE60126040T2 DE60126040T2 (de) 2007-11-15

Family

ID=24833780

Family Applications (1)

Application Number Title Priority Date Filing Date
DE60126040T Expired - Lifetime DE60126040T2 (de) 2000-11-03 2001-07-31 Erkennung von Gegenständen mit Verwendung linearer Unterräume

Country Status (5)

Country Link
US (1) US6853745B1 (de)
EP (1) EP1204069B1 (de)
JP (1) JP3818369B2 (de)
CA (1) CA2347645A1 (de)
DE (1) DE60126040T2 (de)

Families Citing this family (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3815310B2 (ja) 2001-12-04 2006-08-30 マツダ株式会社 車両用タイヤの空気圧情報表示システム
EP1599828A1 (de) 2003-03-06 2005-11-30 Animetrics, Inc. Blickpunktunabhängiger bildvergleich und generierung dreidimensionaler modelle aus zweidimensionalen bildern
US7643671B2 (en) 2003-03-24 2010-01-05 Animetrics Inc. Facial recognition system and method
US8503825B2 (en) * 2004-05-06 2013-08-06 Christopher L. Kavanau Method and system for aligning and classifying images
CN101035750B (zh) 2004-10-05 2010-06-16 住友化学株式会社 羟基化合物的制造方法
US7633503B2 (en) * 2005-03-22 2009-12-15 Microsoft Corporation Local, deformable precomputed radiance transfer
US7689035B2 (en) * 2005-06-17 2010-03-30 The Regents Of The University Of California Methods for identifying, separating and editing reflection components in multi-channel images and videos
EP1932822A4 (de) 2005-09-01 2010-07-14 Sumitomo Chemical Co Entwässerungsverfahren
US7843467B2 (en) * 2006-12-18 2010-11-30 Microsoft Corporation Shape deformation
US7663623B2 (en) * 2006-12-18 2010-02-16 Microsoft Corporation Spherical harmonics scaling
US8009880B2 (en) * 2007-05-11 2011-08-30 Microsoft Corporation Recovering parameters from a sub-optimal image
JP4999731B2 (ja) * 2008-02-29 2012-08-15 セコム株式会社 顔画像処理装置
JP2009211148A (ja) * 2008-02-29 2009-09-17 Secom Co Ltd 顔画像処理装置
US8670621B1 (en) * 2012-11-06 2014-03-11 Alex Simon Blaivas Using invariants of spherical harmonics to rotational and translational transformations for image recognition in industrial and security applications
WO2014153022A1 (en) * 2013-03-14 2014-09-25 University Of Southern California Specular object scanner for measuring reflectance properties of objects
AU2014270405B2 (en) * 2013-05-23 2018-10-04 bioMérieux Method, system and computer program product for producing a raised relief map from images of an object
US9813690B2 (en) * 2014-03-06 2017-11-07 Nec Corporation Shape and dichromatic BRDF estimation using camera motion
US9727945B1 (en) 2016-08-30 2017-08-08 Alex Simon Blaivas Construction and evolution of invariants to rotational and translational transformations for electronic visual image recognition
US9858638B1 (en) 2016-08-30 2018-01-02 Alex Simon Blaivas Construction and evolution of invariants to rotational and translational transformations for electronic visual image recognition
AU2019208182B2 (en) 2018-07-25 2021-04-08 Konami Gaming, Inc. Casino management system with a patron facial recognition system and methods of operating same
US11521460B2 (en) 2018-07-25 2022-12-06 Konami Gaming, Inc. Casino management system with a patron facial recognition system and methods of operating same
CN110705368B (zh) * 2019-09-05 2023-04-18 深圳大学 自构余弦核空间中人脸数据非负特征表示和识别方法、装置、系统及存储介质

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3573512B2 (ja) * 1994-05-17 2004-10-06 オリンパス株式会社 画像処理方法及び画像処理装置
US5710833A (en) * 1995-04-20 1998-01-20 Massachusetts Institute Of Technology Detection, recognition and coding of complex objects using probabilistic eigenspace analysis
US6009437A (en) * 1997-03-25 1999-12-28 Nec Research Institute, Inc. Linear fitting with missing data: applications to structure-from-motion and to characterizing intensity images
US6137896A (en) * 1997-10-07 2000-10-24 National Research Council Of Canada Method of recognizing faces using range images
US6466685B1 (en) * 1998-07-14 2002-10-15 Kabushiki Kaisha Toshiba Pattern recognition apparatus and method
US6292575B1 (en) * 1998-07-20 2001-09-18 Lau Technologies Real-time facial recognition and verification system
ES2212857T3 (es) * 1998-12-02 2004-08-01 The Victoria University Of Manchester Determinacion de subespacios faciales.
US6621929B1 (en) * 1999-06-22 2003-09-16 Siemens Corporate Research, Inc. Method for matching images using spatially-varying illumination change models
US6501857B1 (en) * 1999-07-20 2002-12-31 Craig Gotsman Method and system for detecting and classifying objects in an image
JP2001283216A (ja) 2000-04-03 2001-10-12 Nec Corp 画像照合装置、画像照合方法、及びそのプログラムを記録した記録媒体

Also Published As

Publication number Publication date
EP1204069A2 (de) 2002-05-08
JP2002183728A (ja) 2002-06-28
EP1204069B1 (de) 2007-01-17
CA2347645A1 (en) 2002-05-03
DE60126040T2 (de) 2007-11-15
JP3818369B2 (ja) 2006-09-06
EP1204069A3 (de) 2004-05-19
US6853745B1 (en) 2005-02-08

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Legal Events

Date Code Title Description
8381 Inventor (new situation)

Inventor name: JACOBS, DAVID W., PRINCETON, N.J., US

Inventor name: BASRI, RONEN, REHOVOT, IL

8327 Change in the person/name/address of the patent owner

Owner name: NEC CORP., TOKYO, JP

8364 No opposition during term of opposition