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عنوان
Computer vision: algorithms and applications
پدید آورنده
Szeliski, Richard
موضوع
، Computer vision,، Image processing,، Computer algorithms
رده
TA
1634
.
S97
2011
کتابخانه
Central Library and Documentation Center
محل استقرار
استان:
Kerman
ـ شهر:
Kerman
تماس با کتابخانه :
03433257204
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
English
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Computer vision: algorithms and applications
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
London; New York
Name of Publisher, Distributor, etc.
Springer
Date of Publication, Distribution, etc.
c2011
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xx, 812 p.: ill. )some col.(; 29 cm
SERIES
Other Title Information
Texts in computer science
GENERAL NOTES
Text of Note
Includes bibliographical references )p. ]691[-792( and index
NOTES PERTAINING TO TITLE AND STATEMENT OF RESPONSIBILITY
Text of Note
by Richard Szeliski
ORIGINAL VERSION NOTE
Text of Note
1
CONTENTS NOTE
Text of Note
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-frame 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.
TOPICAL NAME USED AS SUBJECT
Entry Element
، Computer vision
Entry Element
، Image processing
Entry Element
، Computer algorithms
DEWEY DECIMAL CLASSIFICATION
Number
006
.
37
LIBRARY OF CONGRESS CLASSIFICATION
Class number
TA
1634
.
S97
2011
PERSONAL NAME - PRIMARY RESPONSIBILITY
Dates
8591-
Entry Element
Szeliski, Richard
Relator Code
AU
TI
SE
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