The Resource Computer vision for x-ray testing : imaging, systems, image databases, and algorithms, Domingo Mery

Computer vision for x-ray testing : imaging, systems, image databases, and algorithms, Domingo Mery

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
Domingo Mery
Creator
Author
Subject
Genre
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
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Mery, Domingo
Dewey number
006.3/7
Illustrations
illustrations
Index
index present
Language note
English
LC call number
TA1634
LC item number
.M47 2015eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/subjectName
  • Computer vision
  • X-rays
  • Image processing
  • Computer vision
  • Image processing
  • X-rays
  • Applied Physics
  • Engineering & Applied Sciences
  • Computer Science
  • Image Processing and Computer Vision
  • Quality Control, Reliability, Safety and Risk
  • Pattern Recognition
  • Technology & Engineering
  • Computers
  • Reliability engineering
  • Pattern recognition
  • Computers
  • Image processing
Label
Computer vision for x-ray testing : imaging, systems, image databases, and algorithms, Domingo Mery
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-20747-6
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
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
1 online resource (xxiv, 347 pages)
File format
unknown
Form of item
online
Isbn
9783319207476
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-20747-6
Other physical details
illustrations (some color)
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)915051610
  • (OCoLC)ocn915051610
Label
Computer vision for x-ray testing : imaging, systems, image databases, and algorithms, Domingo Mery
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-20747-6
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
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
1 online resource (xxiv, 347 pages)
File format
unknown
Form of item
online
Isbn
9783319207476
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-20747-6
Other physical details
illustrations (some color)
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)915051610
  • (OCoLC)ocn915051610

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