TY  - BOOK
AU  - Szeliski,Richard
TI  - Computer vision : :  algorithms and applications / 
T2  - Texts in computer science 
SN  - 9781848829343 (hbk.)
U1  - 006.37   22
PY  - 2011///
CY  - London : 
PB  -  Springer, 
KW  - Computer vision
KW  -  Introduction.
KW  -  What is computer vision? ;
KW  -  A brief history ;
KW  -  Book overview ;
KW  -  Sample syllabus ;
KW  -  Notation --
KW  -  Image formation.
KW  -  Geometric primitives and transformations ;
KW  -  Photometric image formation ;
KW  -  The digital camera --
KW  -  Image processing.
KW  -  Point operators ;
KW  -  Linear filtering ;
KW  -  More neighborhood operators ;
KW  -  Fourier transforms ;
KW  -  Pyramids and wavelets ;
KW  -  Geometric transformations ;
KW  -  Global optimization --
KW  -  Feature detection and matching.
KW  -  Points and patches ;
KW  -  Edges ;
KW  -  Lines --
KW  -  Segmentation.
KW  -  Active contours ;
KW  -  Split and merge ;
KW  -  Mean shift and mode finding ;
KW  -  Normalized cuts ;
KW  -  Graph cuts and energy-based methods --
KW  -  Feature-based alignment.
KW  -  2D and 3D feature-based alignment ;
KW  -  Pose estimation ;
KW  -  Geometric intrinsic calibration --
KW  -  Structure from motion.
KW  -  Triangulation ;
KW  -  Two-frame structure from motion ;
KW  -  Factorization ;
KW  -  Bundle adjustment ;
KW  -  Constrained structure and motion --
KW  -  Dense motion estimation.
KW  -  Translational alignment ;
KW  -  Parametric motion ;
KW  -  Spline-based motion ;
KW  -  Optical flow ;
KW  -  Layered motion --
KW  -  Image stitching.
KW  -  Motion models ;
KW  -  Global alignment ;
KW  -  Compositing --
KW  -  Computational photography.
KW  -  Photometric calibration ;
KW  -  High dynamic range imaging ;
KW  -  Super-resolution and blur removal ;
KW  -  Image matting and compositing ;
KW  -  Texture analysis and synthesis --
KW  -  Stereo correspondence.
KW  -  Epipolar geometry ;
KW  -  Sparse correspondence ;
KW  -  Dense correspondence ;
KW  -  Local methods ;
KW  -  Global optimization ;
KW  -  Multi-view stereo --
KW  -  3D reconstruction.
KW  -  Shape from X ;
KW  -  Active rangefinding ;
KW  -  Surface representations ;
KW  -  Point-base representations ;
KW  -  Volumetric representations ;
KW  -  Model-based reconstruction ;
KW  -  Recovering texture maps and albedos --
KW  -  Image-based rendering.
KW  -  View interpolation ;
KW  -  Layered depth images ;
KW  -  Light fields and Lumigraphs ;
KW  -  Environment mattes ;
KW  -  Video-base rendering --
KW  -  Recognition.
KW  -  Object detection ;
KW  -  Face recognition ;
KW  -  Instance recognition ;
KW  -  Category recognition ;
KW  -  Context and scene understanding ;
KW  -  Recognition databases and test sets
KW  - Image processing
KW  - Computer algorithms
N1  - Includes bibliographical references (p. [691]-792) and index
ER  -