Coverart for item
The Resource Computer vision : algorithms and applications, Richard Szeliski

Computer vision : algorithms and applications, Richard Szeliski

Label
Computer vision : algorithms and applications
Title
Computer vision
Title remainder
algorithms and applications
Statement of responsibility
Richard Szeliski
Creator
Subject
Language
eng
Summary
Humans perceive the three-dimensional structure of the world with apparent ease. However, despite all of the recent advances in computer vision research, the dream of having a computer interpret an image at the same level as a two-year old remains elusive. Why is computer vision such a challenging problem and what is the current state of the art?Computer Vision: Algorithms and Applications explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos. More than just a source of "recipes," this exceptionally authoritative and comprehensive textbook/reference also takes a scientific approach to basic vision problems, formulating physical models of the imaging process before inverting them to produce descriptions of a scene. These problems are also analyzed using statistical models and solved using rigorous engineering techniques
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorDate
1958-
http://library.link/vocab/creatorName
Szeliski, Richard
Dewey number
006.3/7
Illustrations
illustrations
Index
index present
Language note
English
LC call number
TA1634
LC item number
.S94 2011
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Texts in computer science,
http://library.link/vocab/subjectName
  • Computer vision
  • Informatique
  • Computer vision
  • Maschinelles Sehen
  • Bildverarbeitung
Label
Computer vision : algorithms and applications, Richard Szeliski
Instantiates
Publication
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
Introduction -- Image Formation -- Image Processing -- Feature Detection and Matching -- Segmentation -- Feature-based Alignment -- Structure from Motion -- Dense Motion Estimation -- Image Stitching -- Computational Photography -- Stereo Correspondence -- 3D Reconstruction -- Image-based Rendering -- Recognition
Control code
682910466
Dimensions
unknown
Extent
1 online resource (xx, 812 pages)
Form of item
online
Isbn
9781848829350
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
  • 10.1007/978-1-84882-935-0
  • 99945459027
Other physical details
illustrations (some color).
http://library.link/vocab/ext/overdrive/overdriveId
978-1-84882-934-3
Specific material designation
remote
System control number
(OCoLC)682910466
Label
Computer vision : algorithms and applications, Richard Szeliski
Publication
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
Introduction -- Image Formation -- Image Processing -- Feature Detection and Matching -- Segmentation -- Feature-based Alignment -- Structure from Motion -- Dense Motion Estimation -- Image Stitching -- Computational Photography -- Stereo Correspondence -- 3D Reconstruction -- Image-based Rendering -- Recognition
Control code
682910466
Dimensions
unknown
Extent
1 online resource (xx, 812 pages)
Form of item
online
Isbn
9781848829350
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
  • 10.1007/978-1-84882-935-0
  • 99945459027
Other physical details
illustrations (some color).
http://library.link/vocab/ext/overdrive/overdriveId
978-1-84882-934-3
Specific material designation
remote
System control number
(OCoLC)682910466

Library Locations

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      38.944491 -92.326012
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      38.946102 -92.330125
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