DE602006015418D1 - Merkmalsextraktion unter Verwendung von Pixel- und Objekteigenschaften - Google Patents

Merkmalsextraktion unter Verwendung von Pixel- und Objekteigenschaften

Info

Publication number
DE602006015418D1
DE602006015418D1 DE602006015418T DE602006015418T DE602006015418D1 DE 602006015418 D1 DE602006015418 D1 DE 602006015418D1 DE 602006015418 T DE602006015418 T DE 602006015418T DE 602006015418 T DE602006015418 T DE 602006015418T DE 602006015418 D1 DE602006015418 D1 DE 602006015418D1
Authority
DE
Germany
Prior art keywords
pixel
feature extraction
object properties
properties
extraction
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.)
Active
Application number
DE602006015418T
Other languages
English (en)
Inventor
Brian Robert Kloer
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.)
Leica Geosystems AG
Original Assignee
Leica Geosystems AG
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 Leica Geosystems AG filed Critical Leica Geosystems AG
Publication of DE602006015418D1 publication Critical patent/DE602006015418D1/de
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/11Region-based segmentation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/21Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/211Selection of the most significant subset of features
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T17/00Three dimensional [3D] modelling, e.g. data description of 3D objects
    • G06T17/05Geographic models
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/136Segmentation; Edge detection involving thresholding
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/143Segmentation; Edge detection involving probabilistic approaches, e.g. Markov random field [MRF] modelling
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/40Analysis of texture
    • G06T7/49Analysis of texture based on structural texture description, e.g. using primitives or placement rules
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/20Image preprocessing
    • G06V10/255Detecting or recognising potential candidate objects based on visual cues, e.g. shapes
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10032Satellite or aerial image; Remote sensing
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30181Earth observation
    • G06T2207/30184Infrastructure

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Software Systems (AREA)
  • Geometry (AREA)
  • Probability & Statistics with Applications (AREA)
  • Computer Graphics (AREA)
  • Remote Sensing (AREA)
  • Data Mining & Analysis (AREA)
  • Multimedia (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Evolutionary Biology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Artificial Intelligence (AREA)
  • Image Analysis (AREA)
DE602006015418T 2005-11-23 2006-11-15 Merkmalsextraktion unter Verwendung von Pixel- und Objekteigenschaften Active DE602006015418D1 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US73965005P 2005-11-23 2005-11-23
US11/559,237 US7933451B2 (en) 2005-11-23 2006-11-13 Feature extraction using pixel-level and object-level analysis

Publications (1)

Publication Number Publication Date
DE602006015418D1 true DE602006015418D1 (de) 2010-08-26

Family

ID=37671404

Family Applications (1)

Application Number Title Priority Date Filing Date
DE602006015418T Active DE602006015418D1 (de) 2005-11-23 2006-11-15 Merkmalsextraktion unter Verwendung von Pixel- und Objekteigenschaften

Country Status (3)

Country Link
US (1) US7933451B2 (de)
EP (1) EP1791082B1 (de)
DE (1) DE602006015418D1 (de)

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Also Published As

Publication number Publication date
EP1791082B1 (de) 2010-07-14
US7933451B2 (en) 2011-04-26
US20070116365A1 (en) 2007-05-24
EP1791082A1 (de) 2007-05-30

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