عنوان

Computer vision

9781848829343 (hbk.)

IR

E-5878

انگلیسی

IR

Computer vision

[Book]

:algorithms and applications

/ Richard Szeliski

London ;New York

: Springer,

, 2011.

xx, 812 p. , ill. (some col.) , 29 cm.

(Texts in computer science.)

Print

Includes bibliographical references (p. [691]-792) and index.

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.

Texts in computer science

Computer vision

Image processing

Computer algorithms

Szeliski, Richard,1958-

ایران

old catalog

p

BL

1

a

Y