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

Computer vision : algorithms and applications, by Richard Szeliski

Label
Computer vision : algorithms and applications
Title
Computer vision
Title remainder
algorithms and applications
Statement of responsibility
by Richard Szeliski
Creator
Subject
Language
eng
Summary
'Computer Vision' 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 fun consumer-level tasks such as image editing and stitching
Member of
Cataloging source
UKM
http://library.link/vocab/creatorDate
1958-
http://library.link/vocab/creatorName
Szeliski, Richard
Dewey number
006.37
Illustrations
illustrations
Index
index present
LC call number
TA1634
LC item number
.S94 2011
Literary form
non fiction
Nature of contents
bibliography
Series statement
Texts in computer science
http://library.link/vocab/subjectName
  • Computer vision
  • Image processing
  • Computer algorithms
  • Bildverarbeitung
  • Maschinelles Sehen
Label
Computer vision : algorithms and applications, by Richard Szeliski
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages [691]-792) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction. -- What is computer vision? -- A brief history -- Book overview -- Sample syllabus -- Notation -- Image formation. -- Geometric primitives and transformations -- Photometric image formation -- The digital camera -- Image processing. -- Point operators -- Linear filtering -- More neighborhood operators -- Fourier transforms -- Pyramids and wavelets -- Geometric transformations -- Global optimization -- Feature detection and matching. -- Points and patches -- Edges -- Lines -- Segmentation. -- Active contours -- Split and merge -- Mean shift and mode finding -- Normalized cuts -- Graph cuts and energy-based methods -- Feature-based alignment. -- 2D and 3D feature-based alignment -- Pose estimation -- Geometric intrinsic calibration -- Structure from motion. -- Triangulation -- Two-framed structure from motion -- Factorization -- Bundle adjustment -- Constrained structure and motion -- Dense motion estimation. -- Translational alignment -- Parametric motion -- Spline-based motion -- Optical flow -- Layered motion -- Image stitching. -- Motion models -- Global alignment -- Compositing -- Computational photography. -- Photometric calibration -- High dynamic range imaging -- Super-resolution and blur removal -- Image matting and compositing -- Texture analysis and synthesis -- Stereo correspondence. -- Epipolar geometry -- Sparse correspondence -- Dense correspondence -- Local methods -- Global optimization -- Multi-view stereo -- 3D reconstruction. -- Shape from X -- Active rangefinding -- Surface representations -- Point-base representations -- Volumetric representations -- Model-based reconstruction -- Recovering texture maps and albedos -- Image-based rendering. -- View interpolation -- Layered depth images -- Light fields and Lumigraphs -- Environment mattes -- Video-base rendering -- Recognition. -- Object detection -- Face recognition -- Instance recognition -- Category recognition -- Context and scene understanding -- Recognition databases and test sets
Control code
462920910
Dimensions
29 cm
Extent
xx, 812 pages
Isbn
9781848829343
Isbn Type
(hbk.)
Lccn
2010936817
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations (some color)
System control number
(OCoLC)462920910
Label
Computer vision : algorithms and applications, by Richard Szeliski
Publication
Bibliography note
Includes bibliographical references (pages [691]-792) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction. -- What is computer vision? -- A brief history -- Book overview -- Sample syllabus -- Notation -- Image formation. -- Geometric primitives and transformations -- Photometric image formation -- The digital camera -- Image processing. -- Point operators -- Linear filtering -- More neighborhood operators -- Fourier transforms -- Pyramids and wavelets -- Geometric transformations -- Global optimization -- Feature detection and matching. -- Points and patches -- Edges -- Lines -- Segmentation. -- Active contours -- Split and merge -- Mean shift and mode finding -- Normalized cuts -- Graph cuts and energy-based methods -- Feature-based alignment. -- 2D and 3D feature-based alignment -- Pose estimation -- Geometric intrinsic calibration -- Structure from motion. -- Triangulation -- Two-framed structure from motion -- Factorization -- Bundle adjustment -- Constrained structure and motion -- Dense motion estimation. -- Translational alignment -- Parametric motion -- Spline-based motion -- Optical flow -- Layered motion -- Image stitching. -- Motion models -- Global alignment -- Compositing -- Computational photography. -- Photometric calibration -- High dynamic range imaging -- Super-resolution and blur removal -- Image matting and compositing -- Texture analysis and synthesis -- Stereo correspondence. -- Epipolar geometry -- Sparse correspondence -- Dense correspondence -- Local methods -- Global optimization -- Multi-view stereo -- 3D reconstruction. -- Shape from X -- Active rangefinding -- Surface representations -- Point-base representations -- Volumetric representations -- Model-based reconstruction -- Recovering texture maps and albedos -- Image-based rendering. -- View interpolation -- Layered depth images -- Light fields and Lumigraphs -- Environment mattes -- Video-base rendering -- Recognition. -- Object detection -- Face recognition -- Instance recognition -- Category recognition -- Context and scene understanding -- Recognition databases and test sets
Control code
462920910
Dimensions
29 cm
Extent
xx, 812 pages
Isbn
9781848829343
Isbn Type
(hbk.)
Lccn
2010936817
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations (some color)
System control number
(OCoLC)462920910

Library Locations

    • Engineering Library & Technology CommonsBorrow it
      W2001 Lafferre Hall, Columbia, MO, 65211, US
      38.946102 -92.330125
Processing Feedback ...