The Resource Computer Vision for X-Ray Testing : Imaging, Systems, Image Databases, and Algorithms, by Domingo Mery, (electronic resource)

Computer Vision for X-Ray Testing : Imaging, Systems, Image Databases, and Algorithms, by Domingo Mery, (electronic resource)

Label
Computer Vision for X-Ray Testing : Imaging, Systems, Image Databases, and Algorithms
Title
Computer Vision for X-Ray Testing
Title remainder
Imaging, Systems, Image Databases, and Algorithms
Statement of responsibility
by Domingo Mery
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
This accessible textbook presents an introduction to computer vision algorithms for industrially-relevant applications of X-ray testing. Covering complex topics in an easy-to-understand way, without requiring any prior knowledge in the field, the book provides a concise review of the key methodologies in computer vision for solving important problems in industrial radiology. The theoretical coverage is supported by numerous examples, each of which can be tested and evaluated by the reader using a freely-available Matlab toolbox and X-ray image database. Topics and features: Introduces the mathematical background for monocular and multiple view geometry, which is commonly used in X-ray computer vision systems Describes the main techniques for image processing used in X-ray testing, including image filtering, edge detection, image segmentation and image restoration Presents a range of different representations for X-ray images, explaining how these enable new features to be extracted from the original image Examines a range of known X-ray image classifiers and classification strategies, and techniques for estimating the accuracy of a classifier Discusses some basic concepts for the simulation of X-ray images, and presents simple geometric and imaging models that can be used in the simulation Reviews a variety of applications for X-ray testing, from industrial inspection and baggage screening to the quality control of natural products Provides supporting material at an associated website, including a database of X-ray images and a Matlab toolbox for use with the book’s many examples This classroom-tested and hands-on guide is ideal for graduate and advanced undergraduate students interested in the practical application of image processing, pattern recognition and computer vision techniques for non-destructive quality testing and security inspection
http://library.link/vocab/creatorName
Mery, Domingo
Image bit depth
0
LC call number
  • TA1637-1638
  • TA1637-1638
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
SpringerLink
http://library.link/vocab/subjectName
  • Computer science
  • Computer vision
  • Optical pattern recognition
  • System safety
  • Computer Science
  • Image Processing and Computer Vision
  • Quality Control, Reliability, Safety and Risk
  • Pattern Recognition
Label
Computer Vision for X-Ray Testing : Imaging, Systems, Image Databases, and Algorithms, by Domingo Mery, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
X-ray Testing -- Images for X-ray Testing -- Geometry in X-ray Testing -- X-ray Image Processing -- X-ray Image Representation -- Classification in X-ray Testing -- Simulation in X-ray Testing -- Applications in X-ray Testing -- Appendix A: GDXray Details -- Appendix B: XVIS Toolbox -- Quick Reference
Dimensions
unknown
Extent
XXIV, 347 p. 311 illus., 62 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319207476
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-20747-6
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-20747-6
Label
Computer Vision for X-Ray Testing : Imaging, Systems, Image Databases, and Algorithms, by Domingo Mery, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
X-ray Testing -- Images for X-ray Testing -- Geometry in X-ray Testing -- X-ray Image Processing -- X-ray Image Representation -- Classification in X-ray Testing -- Simulation in X-ray Testing -- Applications in X-ray Testing -- Appendix A: GDXray Details -- Appendix B: XVIS Toolbox -- Quick Reference
Dimensions
unknown
Extent
XXIV, 347 p. 311 illus., 62 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319207476
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-20747-6
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-20747-6

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