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Imaging Spectroscopy for Scene Analysis

Λεπτομέρειες βιβλιογραφικής εγγραφής
Τίτλος: Imaging Spectroscopy for Scene Analysis
Περιγραφή: This book presents a detailed analysis of spectral imaging, describing how it can be used for the purposes of material identification, object recognition and scene understanding. The opportunities and challenges of combining spatial and spectral information are explored in depth, as are a wide range of applications. Features: discusses spectral image acquisition by hyperspectral cameras, and the process of spectral image formation; examines models of surface reflectance, the recovery of photometric invariants, and the estimation of the illuminant power spectrum from spectral imagery; describes spectrum representations for the interpolation of reflectance and radiance values, and the classification of spectra; reviews the use of imaging spectroscopy for material identification; explores the recovery of reflection geometry from image reflectance; investigates spectro-polarimetric imagery, and the recovery of object shape and material properties using polarimetric images captured froma single view.
Συγγραφείς: Antonio Robles-Kelly, Cong Phuoc Huynh
Resource Type: eBook.
Θέματα: Image processing--Digital techniques, Artificial intelligence, Spectrum analysis--Data processing, Computer vision, Pattern recognition systems
Categories: COMPUTERS / Artificial Intelligence / Computer Vision & Pattern Recognition
Βάση Δεδομένων: eBook Index
FullText Text:
  Availability: 0
Header DbId: edsebk
DbLabel: eBook Index
An: 528574
RelevancyScore: 900
AccessLevel: 6
PubType: eBook
PubTypeId: ebook
PreciseRelevancyScore: 899.57275390625
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  Data: Imaging Spectroscopy for Scene Analysis
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  Data: This book presents a detailed analysis of spectral imaging, describing how it can be used for the purposes of material identification, object recognition and scene understanding. The opportunities and challenges of combining spatial and spectral information are explored in depth, as are a wide range of applications. Features: discusses spectral image acquisition by hyperspectral cameras, and the process of spectral image formation; examines models of surface reflectance, the recovery of photometric invariants, and the estimation of the illuminant power spectrum from spectral imagery; describes spectrum representations for the interpolation of reflectance and radiance values, and the classification of spectra; reviews the use of imaging spectroscopy for material identification; explores the recovery of reflection geometry from image reflectance; investigates spectro-polarimetric imagery, and the recovery of object shape and material properties using polarimetric images captured froma single view.
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RecordInfo BibRecord:
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    Classifications:
      – Code: 006.37
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Image processing--Digital techniques
        Type: general
      – SubjectFull: Artificial intelligence
        Type: general
      – SubjectFull: Spectrum analysis--Data processing
        Type: general
      – SubjectFull: Computer vision
        Type: general
      – SubjectFull: Pattern recognition systems
        Type: general
    Titles:
      – TitleFull: Imaging Spectroscopy for Scene Analysis
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Antonio Robles-Kelly
      – PersonEntity:
          Name:
            NameFull: Cong Phuoc Huynh
      – PersonEntity:
          Name:
            NameFull: Antonio Robles-Kelly
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          Name:
            NameFull: Cong Phuoc Huynh
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2012
            – D: 04
              M: 02
              Type: profile
              Y: 2014
          Identifiers:
            – Type: isbn-print
              Value: 9781447146513
            – Type: isbn-print
              Value: 9781447158387
            – Type: isbn-electronic
              Value: 9781447146520
          Titles:
            – TitleFull: Imaging Spectroscopy for Scene Analysis
              Type: main
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