CN1977286B - 对象识别方法及其设备 - Google Patents

对象识别方法及其设备 Download PDF

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Publication number
CN1977286B
CN1977286B CN2005800216170A CN200580021617A CN1977286B CN 1977286 B CN1977286 B CN 1977286B CN 2005800216170 A CN2005800216170 A CN 2005800216170A CN 200580021617 A CN200580021617 A CN 200580021617A CN 1977286 B CN1977286 B CN 1977286B
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feature
detection
face
image
tissue
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CN1977286A (zh
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铃木崇士
森克彦
真继优和
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Canon Inc
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    • 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
    • G06V40/168—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 OR CALCULATING; 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
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
    • G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
    • G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
    • 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
    • G06V40/168—Feature extraction; Face representation
    • G06V40/171—Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • General Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Theoretical Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
CN2005800216170A 2004-06-28 2005-06-27 对象识别方法及其设备 Expired - Fee Related CN1977286B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP190306/2004 2004-06-28
JP2004190306A JP4217664B2 (ja) 2004-06-28 2004-06-28 画像処理方法、画像処理装置
PCT/JP2005/012258 WO2006001525A1 (en) 2004-06-28 2005-06-27 Object recognition method and apparatus therefor

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CN1977286A CN1977286A (zh) 2007-06-06
CN1977286B true CN1977286B (zh) 2011-09-14

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EP (1) EP1774470B1 (enExample)
JP (1) JP4217664B2 (enExample)
CN (1) CN1977286B (enExample)
WO (1) WO2006001525A1 (enExample)

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WO2006001525A1 (en) 2006-01-05
EP1774470A1 (en) 2007-04-18
US7912253B2 (en) 2011-03-22
JP2006011978A (ja) 2006-01-12
EP1774470B1 (en) 2014-12-24
EP1774470A4 (en) 2009-07-29
CN1977286A (zh) 2007-06-06
US20070242856A1 (en) 2007-10-18
JP4217664B2 (ja) 2009-02-04

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