HK1134364A1 - Image recognition method and image recognition device - Google Patents

Image recognition method and image recognition device

Info

Publication number
HK1134364A1
HK1134364A1 HK10102372.2A HK10102372A HK1134364A1 HK 1134364 A1 HK1134364 A1 HK 1134364A1 HK 10102372 A HK10102372 A HK 10102372A HK 1134364 A1 HK1134364 A1 HK 1134364A1
Authority
HK
Hong Kong
Prior art keywords
image recognition
recognition device
recognition method
image
recognition
Prior art date
Application number
HK10102372.2A
Other languages
English (en)
Inventor
Kazuto Noguchi
Koichi Kise
Masakazu Iwamura
Original Assignee
Univ Osaka Prefect Public Corp
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 Univ Osaka Prefect Public Corp filed Critical Univ Osaka Prefect Public Corp
Publication of HK1134364A1 publication Critical patent/HK1134364A1/xx

Links

Classifications

    • 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
    • G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
    • G06V10/757—Matching configurations of points or features
    • 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
    • G06F18/211—Selection of the most significant subset of features
    • G06F18/2115—Selection of the most significant subset of features by evaluating different subsets according to an optimisation criterion, e.g. class separability, forward selection or backward elimination
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G06F18/24147—Distances to closest patterns, e.g. nearest neighbour classification
    • 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
    • G06V10/46—Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features
    • G06V10/462—Salient features, e.g. scale invariant feature transforms [SIFT]
    • 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
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • 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
    • G06V10/771—Feature selection, e.g. selecting representative features from a multi-dimensional feature space

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Multimedia (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Image Analysis (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Processing Or Creating Images (AREA)
HK10102372.2A 2006-08-31 2010-03-05 Image recognition method and image recognition device HK1134364A1 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2006236113 2006-08-31
JP2007129737 2007-05-15
PCT/JP2007/065086 WO2008026414A1 (fr) 2006-08-31 2007-08-01 Procédé de reconnaissance d'image, dispositif de reconnaissance d'image et programme de reconnaissance d'image

Publications (1)

Publication Number Publication Date
HK1134364A1 true HK1134364A1 (en) 2010-04-23

Family

ID=39135700

Family Applications (1)

Application Number Title Priority Date Filing Date
HK10102372.2A HK1134364A1 (en) 2006-08-31 2010-03-05 Image recognition method and image recognition device

Country Status (6)

Country Link
US (1) US8199973B2 (de)
EP (1) EP2063394A4 (de)
JP (1) JP4883649B2 (de)
CN (1) CN101536035B (de)
HK (1) HK1134364A1 (de)
WO (1) WO2008026414A1 (de)

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Also Published As

Publication number Publication date
JPWO2008026414A1 (ja) 2010-01-14
EP2063394A1 (de) 2009-05-27
US20100027895A1 (en) 2010-02-04
WO2008026414A1 (fr) 2008-03-06
US8199973B2 (en) 2012-06-12
EP2063394A4 (de) 2011-08-03
CN101536035B (zh) 2012-09-26
JP4883649B2 (ja) 2012-02-22
CN101536035A (zh) 2009-09-16

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Effective date: 20160801