The Resource Imaging spectroscopy for scene analysis, Antonio Robles-Kelly, Cong Phuoc Huynh, (electronic resource)

Imaging spectroscopy for scene analysis, Antonio Robles-Kelly, Cong Phuoc Huynh, (electronic resource)

Label
Imaging spectroscopy for scene analysis
Title
Imaging spectroscopy for scene analysis
Statement of responsibility
Antonio Robles-Kelly, Cong Phuoc Huynh
Creator
Contributor
Provider
Subject
Genre
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 reflectance Investigates 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
Image bit depth
0
LC call number
TA1634
LC item number
.R63 2012
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Juynh, Cong Phuoc
Series statement
Advances in Computer Vision and Pattern Recognition,
http://library.link/vocab/subjectName
  • Artificial Intelligence
  • Pattern Recognition, Automated
  • Electronic Data Processing
  • Spectrum Analysis
  • Image Processing, Computer-Assisted
  • Computer vision
  • Pattern recognition systems
  • Spectrum analysis
  • Image processing
  • COMPUTERS / Computer Vision & Pattern Recognition
  • Computer vision
  • Image processing
  • Pattern recognition systems
  • Spectrum analysis
Label
Imaging spectroscopy for scene analysis, Antonio Robles-Kelly, Cong Phuoc Huynh, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Color
not applicable
Contents
Introduction -- Spectral Image Acquisition -- Spectral Image Formation Process -- Reflectance Modelling -- Illuminant Power Spectrum -- Photometric Invariance -- Spectrum Representation -- Material Discovery -- Reflection Geometry -- Polarisation of Light -- Shape and Refractive Index from Polarisation
Dimensions
unknown
Extent
1 online resource
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9781447146513
Lccn
2012951401
Level of compression
uncompressed
Other physical details
ill.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)817224729
  • (OCoLC)ocn817224729
Label
Imaging spectroscopy for scene analysis, Antonio Robles-Kelly, Cong Phuoc Huynh, (electronic resource)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Color
not applicable
Contents
Introduction -- Spectral Image Acquisition -- Spectral Image Formation Process -- Reflectance Modelling -- Illuminant Power Spectrum -- Photometric Invariance -- Spectrum Representation -- Material Discovery -- Reflection Geometry -- Polarisation of Light -- Shape and Refractive Index from Polarisation
Dimensions
unknown
Extent
1 online resource
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9781447146513
Lccn
2012951401
Level of compression
uncompressed
Other physical details
ill.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)817224729
  • (OCoLC)ocn817224729

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