Coverart for item
The Resource Imaging spectroscopy for scene analysis, Antonio Robles-Kelly, Cong Phuoc Huynh

Imaging spectroscopy for scene analysis, Antonio Robles-Kelly, Cong Phuoc Huynh

Label
Imaging spectroscopy for scene analysis
Title
Imaging spectroscopy for scene analysis
Statement of responsibility
Antonio Robles-Kelly, Cong Phuoc Huynh
Creator
Contributor
Subject
Language
eng
Summary
In contrast with trichromatic image sensors, imaging spectroscopy can capture the properties of the materials in a scene. This implies that scene analysis using imaging spectroscopy has the capacity to robustly encode material signatures, infer object composition and recover photometric parameters. This landmark text/reference presents a detailed analysis of spectral imaging, describing how it can be used in elegant and efficient ways 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 from surveillance and computational photography, to biosecurity and resource exploration. Topics and 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 reflectanceInvestigates spectro-polarimetric imagery, and the recovery of object shape and material properties using polarimetric images captured from a single view. An essential resource for researchers and graduate students of computer vision and pattern recognition, this comprehensive introduction to imaging spectroscopy for scene analysis will also be of great use to practitioners interested in shape analysis employing polarimetric imaging, and material recognition and classification using hyperspectral or multispectral data
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Robles-Kelly, Antonio A
Dewey number
006.3/7
Illustrations
illustrations
Index
index present
Language note
English
LC call number
TA1634
LC item number
.R63 2012
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
TA 1634
http://library.link/vocab/relatedWorkOrContributorName
Juynh, Cong Phuoc
Series statement
Advances in computer vision and pattern recognition
http://library.link/vocab/subjectName
  • Computer vision
  • Pattern recognition systems
  • Spectrum analysis
  • Image processing
  • Artificial Intelligence
  • Pattern Recognition, Automated
  • Electronic Data Processing
  • Spectrum Analysis
  • Image Processing, Computer-Assisted
  • COMPUTERS
  • Computer vision
  • Image processing
  • Pattern recognition systems
  • Spectrum analysis
Label
Imaging spectroscopy for scene analysis, Antonio Robles-Kelly, Cong Phuoc Huynh
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Polarisation of Light
  • Shape and Refractive Index from Polarisation
  • Spectral Image Acquisition
  • Spectral Image Formation Process
  • Reflectance Modelling
  • Illuminant Power Spectrum
  • Photometric Invariance
  • Spectrum Representation
  • Material Discovery
  • Reflection Geometry
Control code
817224729
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9781447146513
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4471-4652-0
Other physical details
illustrations
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)817224729
Label
Imaging spectroscopy for scene analysis, Antonio Robles-Kelly, Cong Phuoc Huynh
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Polarisation of Light
  • Shape and Refractive Index from Polarisation
  • Spectral Image Acquisition
  • Spectral Image Formation Process
  • Reflectance Modelling
  • Illuminant Power Spectrum
  • Photometric Invariance
  • Spectrum Representation
  • Material Discovery
  • Reflection Geometry
Control code
817224729
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9781447146513
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4471-4652-0
Other physical details
illustrations
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)817224729

Library Locations

    • Ellis LibraryBorrow it
      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
    • Engineering Library & Technology CommonsBorrow it
      W2001 Lafferre Hall, Columbia, MO, 65211, US
      38.946102 -92.330125
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